Dataset statistics
| Number of variables | 111 |
|---|---|
| Number of observations | 39717 |
| Missing cells | 2263364 |
| Missing cells (%) | 51.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 33.6 MiB |
| Average record size in memory | 888.0 B |
Variable types
| Numeric | 25 |
|---|---|
| Categorical | 30 |
| Boolean | 2 |
| Unsupported | 54 |
pymnt_plan has constant value "False" | Constant |
initial_list_status has constant value "False" | Constant |
collections_12_mths_ex_med has constant value "0.0" | Constant |
policy_code has constant value "1" | Constant |
application_type has constant value "INDIVIDUAL" | Constant |
acc_now_delinq has constant value "0" | Constant |
chargeoff_within_12_mths has constant value "0.0" | Constant |
delinq_amnt has constant value "0" | Constant |
tax_liens has constant value "0.0" | Constant |
int_rate has a high cardinality: 371 distinct values | High cardinality |
emp_title has a high cardinality: 28820 distinct values | High cardinality |
issue_d has a high cardinality: 55 distinct values | High cardinality |
url has a high cardinality: 39717 distinct values | High cardinality |
desc has a high cardinality: 26527 distinct values | High cardinality |
title has a high cardinality: 19615 distinct values | High cardinality |
zip_code has a high cardinality: 823 distinct values | High cardinality |
earliest_cr_line has a high cardinality: 526 distinct values | High cardinality |
revol_util has a high cardinality: 1089 distinct values | High cardinality |
last_pymnt_d has a high cardinality: 101 distinct values | High cardinality |
last_credit_pull_d has a high cardinality: 106 distinct values | High cardinality |
id is highly correlated with member_id | High correlation |
member_id is highly correlated with id | High correlation |
loan_amnt is highly correlated with funded_amnt and 2 other fields | High correlation |
funded_amnt is highly correlated with loan_amnt and 3 other fields | High correlation |
funded_amnt_inv is highly correlated with loan_amnt and 3 other fields | High correlation |
installment is highly correlated with loan_amnt and 2 other fields | High correlation |
out_prncp is highly correlated with out_prncp_inv | High correlation |
out_prncp_inv is highly correlated with out_prncp | High correlation |
total_pymnt is highly correlated with funded_amnt and 2 other fields | High correlation |
total_pymnt_inv is highly correlated with funded_amnt_inv and 2 other fields | High correlation |
total_rec_prncp is highly correlated with total_pymnt and 1 other fields | High correlation |
delinq_amnt is highly correlated with policy_code and 20 other fields | High correlation |
policy_code is highly correlated with delinq_amnt and 20 other fields | High correlation |
pub_rec is highly correlated with delinq_amnt and 8 other fields | High correlation |
purpose is highly correlated with delinq_amnt and 8 other fields | High correlation |
next_pymnt_d is highly correlated with delinq_amnt and 10 other fields | High correlation |
initial_list_status is highly correlated with delinq_amnt and 20 other fields | High correlation |
collections_12_mths_ex_med is highly correlated with delinq_amnt and 20 other fields | High correlation |
application_type is highly correlated with delinq_amnt and 20 other fields | High correlation |
verification_status is highly correlated with delinq_amnt and 8 other fields | High correlation |
grade is highly correlated with delinq_amnt and 9 other fields | High correlation |
pymnt_plan is highly correlated with delinq_amnt and 20 other fields | High correlation |
acc_now_delinq is highly correlated with delinq_amnt and 20 other fields | High correlation |
addr_state is highly correlated with delinq_amnt and 8 other fields | High correlation |
sub_grade is highly correlated with delinq_amnt and 9 other fields | High correlation |
emp_length is highly correlated with delinq_amnt and 8 other fields | High correlation |
issue_d is highly correlated with delinq_amnt and 8 other fields | High correlation |
term is highly correlated with delinq_amnt and 9 other fields | High correlation |
home_ownership is highly correlated with delinq_amnt and 8 other fields | High correlation |
chargeoff_within_12_mths is highly correlated with delinq_amnt and 20 other fields | High correlation |
loan_status is highly correlated with delinq_amnt and 9 other fields | High correlation |
tax_liens is highly correlated with delinq_amnt and 20 other fields | High correlation |
pub_rec_bankruptcies is highly correlated with delinq_amnt and 8 other fields | High correlation |
emp_title has 2459 (6.2%) missing values | Missing |
emp_length has 1075 (2.7%) missing values | Missing |
desc has 12940 (32.6%) missing values | Missing |
mths_since_last_delinq has 25682 (64.7%) missing values | Missing |
mths_since_last_record has 36931 (93.0%) missing values | Missing |
next_pymnt_d has 38577 (97.1%) missing values | Missing |
mths_since_last_major_derog has 39717 (100.0%) missing values | Missing |
annual_inc_joint has 39717 (100.0%) missing values | Missing |
dti_joint has 39717 (100.0%) missing values | Missing |
verification_status_joint has 39717 (100.0%) missing values | Missing |
tot_coll_amt has 39717 (100.0%) missing values | Missing |
tot_cur_bal has 39717 (100.0%) missing values | Missing |
open_acc_6m has 39717 (100.0%) missing values | Missing |
open_il_6m has 39717 (100.0%) missing values | Missing |
open_il_12m has 39717 (100.0%) missing values | Missing |
open_il_24m has 39717 (100.0%) missing values | Missing |
mths_since_rcnt_il has 39717 (100.0%) missing values | Missing |
total_bal_il has 39717 (100.0%) missing values | Missing |
il_util has 39717 (100.0%) missing values | Missing |
open_rv_12m has 39717 (100.0%) missing values | Missing |
open_rv_24m has 39717 (100.0%) missing values | Missing |
max_bal_bc has 39717 (100.0%) missing values | Missing |
all_util has 39717 (100.0%) missing values | Missing |
total_rev_hi_lim has 39717 (100.0%) missing values | Missing |
inq_fi has 39717 (100.0%) missing values | Missing |
total_cu_tl has 39717 (100.0%) missing values | Missing |
inq_last_12m has 39717 (100.0%) missing values | Missing |
acc_open_past_24mths has 39717 (100.0%) missing values | Missing |
avg_cur_bal has 39717 (100.0%) missing values | Missing |
bc_open_to_buy has 39717 (100.0%) missing values | Missing |
bc_util has 39717 (100.0%) missing values | Missing |
mo_sin_old_il_acct has 39717 (100.0%) missing values | Missing |
mo_sin_old_rev_tl_op has 39717 (100.0%) missing values | Missing |
mo_sin_rcnt_rev_tl_op has 39717 (100.0%) missing values | Missing |
mo_sin_rcnt_tl has 39717 (100.0%) missing values | Missing |
mort_acc has 39717 (100.0%) missing values | Missing |
mths_since_recent_bc has 39717 (100.0%) missing values | Missing |
mths_since_recent_bc_dlq has 39717 (100.0%) missing values | Missing |
mths_since_recent_inq has 39717 (100.0%) missing values | Missing |
mths_since_recent_revol_delinq has 39717 (100.0%) missing values | Missing |
num_accts_ever_120_pd has 39717 (100.0%) missing values | Missing |
num_actv_bc_tl has 39717 (100.0%) missing values | Missing |
num_actv_rev_tl has 39717 (100.0%) missing values | Missing |
num_bc_sats has 39717 (100.0%) missing values | Missing |
num_bc_tl has 39717 (100.0%) missing values | Missing |
num_il_tl has 39717 (100.0%) missing values | Missing |
num_op_rev_tl has 39717 (100.0%) missing values | Missing |
num_rev_accts has 39717 (100.0%) missing values | Missing |
num_rev_tl_bal_gt_0 has 39717 (100.0%) missing values | Missing |
num_sats has 39717 (100.0%) missing values | Missing |
num_tl_120dpd_2m has 39717 (100.0%) missing values | Missing |
num_tl_30dpd has 39717 (100.0%) missing values | Missing |
num_tl_90g_dpd_24m has 39717 (100.0%) missing values | Missing |
num_tl_op_past_12m has 39717 (100.0%) missing values | Missing |
pct_tl_nvr_dlq has 39717 (100.0%) missing values | Missing |
percent_bc_gt_75 has 39717 (100.0%) missing values | Missing |
pub_rec_bankruptcies has 697 (1.8%) missing values | Missing |
tot_hi_cred_lim has 39717 (100.0%) missing values | Missing |
total_bal_ex_mort has 39717 (100.0%) missing values | Missing |
total_bc_limit has 39717 (100.0%) missing values | Missing |
total_il_high_credit_limit has 39717 (100.0%) missing values | Missing |
annual_inc is highly skewed (γ1 = 30.9491846) | Skewed |
collection_recovery_fee is highly skewed (γ1 = 25.02941842) | Skewed |
url is uniformly distributed | Uniform |
id has unique values | Unique |
member_id has unique values | Unique |
url has unique values | Unique |
mths_since_last_major_derog is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
annual_inc_joint is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
dti_joint is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
verification_status_joint is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
tot_coll_amt is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
tot_cur_bal is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
open_acc_6m is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
open_il_6m is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
open_il_12m is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
open_il_24m is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
mths_since_rcnt_il is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
total_bal_il is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
il_util is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
open_rv_12m is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
open_rv_24m is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
max_bal_bc is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
all_util is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
total_rev_hi_lim is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
inq_fi is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
total_cu_tl is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
inq_last_12m is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
acc_open_past_24mths is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
avg_cur_bal is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
bc_open_to_buy is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
bc_util is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
mo_sin_old_il_acct is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
mo_sin_old_rev_tl_op is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
mo_sin_rcnt_rev_tl_op is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
mo_sin_rcnt_tl is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
mort_acc is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
mths_since_recent_bc is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
mths_since_recent_bc_dlq is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
mths_since_recent_inq is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
mths_since_recent_revol_delinq is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
num_accts_ever_120_pd is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
num_actv_bc_tl is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
num_actv_rev_tl is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
num_bc_sats is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
num_bc_tl is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
num_il_tl is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
num_op_rev_tl is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
num_rev_accts is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
num_rev_tl_bal_gt_0 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
num_sats is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
num_tl_120dpd_2m is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
num_tl_30dpd is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
num_tl_90g_dpd_24m is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
num_tl_op_past_12m is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
pct_tl_nvr_dlq is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
percent_bc_gt_75 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
tot_hi_cred_lim is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
total_bal_ex_mort is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
total_bc_limit is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
total_il_high_credit_limit is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
delinq_2yrs has 35405 (89.1%) zeros | Zeros |
inq_last_6mths has 19300 (48.6%) zeros | Zeros |
mths_since_last_delinq has 443 (1.1%) zeros | Zeros |
mths_since_last_record has 670 (1.7%) zeros | Zeros |
revol_bal has 994 (2.5%) zeros | Zeros |
out_prncp has 38577 (97.1%) zeros | Zeros |
out_prncp_inv has 38577 (97.1%) zeros | Zeros |
total_rec_late_fee has 37671 (94.8%) zeros | Zeros |
recoveries has 35499 (89.4%) zeros | Zeros |
collection_recovery_fee has 35935 (90.5%) zeros | Zeros |
Reproduction
| Analysis started | 2021-04-14 05:47:44.569383 |
|---|---|
| Analysis finished | 2021-04-14 05:51:04.566598 |
| Duration | 3 minutes and 20 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 39717 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 683131.9131 |
|---|---|
| Minimum | 54734 |
| Maximum | 1077501 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 54734 |
|---|---|
| 5-th percentile | 372418.4 |
| Q1 | 516221 |
| median | 665665 |
| Q3 | 837755 |
| 95-th percentile | 1039966.2 |
| Maximum | 1077501 |
| Range | 1022767 |
| Interquartile range (IQR) | 321534 |
Descriptive statistics
| Standard deviation | 210694.1329 |
|---|---|
| Coefficient of variation (CV) | 0.3084237889 |
| Kurtosis | -0.7298893992 |
| Mean | 683131.9131 |
| Median Absolute Deviation (MAD) | 160026 |
| Skewness | 0.07880763188 |
| Sum | 2.713195019 × 1010 |
| Variance | 4.439201764 × 1010 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 464899 | 1 | < 0.1% |
| 883418 | 1 | < 0.1% |
| 967373 | 1 | < 0.1% |
| 842446 | 1 | < 0.1% |
| 643791 | 1 | < 0.1% |
| 600784 | 1 | < 0.1% |
| 516313 | 1 | < 0.1% |
| 864979 | 1 | < 0.1% |
| 575175 | 1 | < 0.1% |
| 388774 | 1 | < 0.1% |
| Other values (39707) | 39707 |
| Value | Count | Frequency (%) |
| 54734 | 1 | |
| 55742 | 1 | |
| 57245 | 1 | |
| 57416 | 1 | |
| 58915 | 1 |
| Value | Count | Frequency (%) |
| 1077501 | 1 | |
| 1077430 | 1 | |
| 1077175 | 1 | |
| 1076863 | 1 | |
| 1075358 | 1 |
| Distinct | 39717 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 850463.5594 |
|---|---|
| Minimum | 70699 |
| Maximum | 1314167 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 70699 |
|---|---|
| 5-th percentile | 388192.4 |
| Q1 | 666780 |
| median | 850812 |
| Q3 | 1047339 |
| 95-th percentile | 1269461.8 |
| Maximum | 1314167 |
| Range | 1243468 |
| Interquartile range (IQR) | 380559 |
Descriptive statistics
| Standard deviation | 265678.3074 |
|---|---|
| Coefficient of variation (CV) | 0.3123923471 |
| Kurtosis | -0.5629680132 |
| Mean | 850463.5594 |
| Median Absolute Deviation (MAD) | 190427 |
| Skewness | -0.2124163719 |
| Sum | 3.377786119 × 1010 |
| Variance | 7.058496303 × 1010 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 399649 | 1 | < 0.1% |
| 826287 | 1 | < 0.1% |
| 803517 | 1 | < 0.1% |
| 875198 | 1 | < 0.1% |
| 1069759 | 1 | < 0.1% |
| 697025 | 1 | < 0.1% |
| 1225411 | 1 | < 0.1% |
| 1278661 | 1 | < 0.1% |
| 692935 | 1 | < 0.1% |
| 522954 | 1 | < 0.1% |
| Other values (39707) | 39707 |
| Value | Count | Frequency (%) |
| 70699 | 1 | |
| 73673 | 1 | |
| 74724 | 1 | |
| 76583 | 1 | |
| 80353 | 1 |
| Value | Count | Frequency (%) |
| 1314167 | 1 | |
| 1313524 | 1 | |
| 1311748 | 1 | |
| 1311441 | 1 | |
| 1306957 | 1 |
| Distinct | 885 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11219.44381 |
|---|---|
| Minimum | 500 |
| Maximum | 35000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 2400 |
| Q1 | 5500 |
| median | 10000 |
| Q3 | 15000 |
| 95-th percentile | 25000 |
| Maximum | 35000 |
| Range | 34500 |
| Interquartile range (IQR) | 9500 |
Descriptive statistics
| Standard deviation | 7456.670694 |
|---|---|
| Coefficient of variation (CV) | 0.6646203517 |
| Kurtosis | 0.7686685518 |
| Mean | 11219.44381 |
| Median Absolute Deviation (MAD) | 5000 |
| Skewness | 1.05931729 |
| Sum | 445602650 |
| Variance | 55601937.84 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 2833 | 7.1% |
| 12000 | 2334 | 5.9% |
| 5000 | 2051 | 5.2% |
| 6000 | 1908 | 4.8% |
| 15000 | 1895 | 4.8% |
| 20000 | 1626 | 4.1% |
| 8000 | 1586 | 4.0% |
| 25000 | 1390 | 3.5% |
| 4000 | 1130 | 2.8% |
| 3000 | 1030 | 2.6% |
| Other values (875) | 21934 |
| Value | Count | Frequency (%) |
| 500 | 5 | |
| 700 | 1 | < 0.1% |
| 725 | 1 | < 0.1% |
| 750 | 1 | < 0.1% |
| 800 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35000 | 679 | |
| 34800 | 2 | < 0.1% |
| 34675 | 1 | < 0.1% |
| 34525 | 1 | < 0.1% |
| 34475 | 5 | < 0.1% |
| Distinct | 1041 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10947.7132 |
|---|---|
| Minimum | 500 |
| Maximum | 35000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 2400 |
| Q1 | 5400 |
| median | 9600 |
| Q3 | 15000 |
| 95-th percentile | 25000 |
| Maximum | 35000 |
| Range | 34500 |
| Interquartile range (IQR) | 9600 |
Descriptive statistics
| Standard deviation | 7187.23867 |
|---|---|
| Coefficient of variation (CV) | 0.6565059334 |
| Kurtosis | 0.9375519943 |
| Mean | 10947.7132 |
| Median Absolute Deviation (MAD) | 4600 |
| Skewness | 1.081710238 |
| Sum | 434810325 |
| Variance | 51656399.7 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 2741 | 6.9% |
| 12000 | 2244 | 5.6% |
| 5000 | 2040 | 5.1% |
| 6000 | 1898 | 4.8% |
| 15000 | 1784 | 4.5% |
| 8000 | 1573 | 4.0% |
| 20000 | 1456 | 3.7% |
| 25000 | 1133 | 2.9% |
| 4000 | 1127 | 2.8% |
| 3000 | 1022 | 2.6% |
| Other values (1031) | 22699 |
| Value | Count | Frequency (%) |
| 500 | 5 | |
| 700 | 1 | < 0.1% |
| 725 | 1 | < 0.1% |
| 750 | 1 | < 0.1% |
| 800 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35000 | 554 | |
| 34800 | 1 | < 0.1% |
| 34675 | 2 | < 0.1% |
| 34525 | 1 | < 0.1% |
| 34475 | 4 | < 0.1% |
| Distinct | 8205 |
|---|---|
| Distinct (%) | 20.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10397.44887 |
|---|---|
| Minimum | 0 |
| Maximum | 35000 |
| Zeros | 129 |
| Zeros (%) | 0.3% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1873.658 |
| Q1 | 5000 |
| median | 8975 |
| Q3 | 14400 |
| 95-th percentile | 24736.57226 |
| Maximum | 35000 |
| Range | 35000 |
| Interquartile range (IQR) | 9400 |
Descriptive statistics
| Standard deviation | 7128.450439 |
|---|---|
| Coefficient of variation (CV) | 0.6855961044 |
| Kurtosis | 1.062544362 |
| Mean | 10397.44887 |
| Median Absolute Deviation (MAD) | 4200 |
| Skewness | 1.106212938 |
| Sum | 412955476.7 |
| Variance | 50814805.66 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 5000 | 1309 | 3.3% |
| 10000 | 1275 | 3.2% |
| 6000 | 1200 | 3.0% |
| 12000 | 1069 | 2.7% |
| 8000 | 900 | 2.3% |
| 4000 | 812 | 2.0% |
| 3000 | 803 | 2.0% |
| 15000 | 657 | 1.7% |
| 7000 | 600 | 1.5% |
| 2000 | 452 | 1.1% |
| Other values (8195) | 30640 |
| Value | Count | Frequency (%) |
| 0 | 129 | |
| 0.000121098 | 1 | < 0.1% |
| 0.000531133 | 1 | < 0.1% |
| 0.000654607 | 1 | < 0.1% |
| 0.001867696 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35000 | 135 | |
| 34997.35245 | 1 | < 0.1% |
| 34993.65539 | 1 | < 0.1% |
| 34993.32571 | 1 | < 0.1% |
| 34993.26306 | 1 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| 36 months | |
|---|---|
| 60 months |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 397170 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 36 months |
|---|---|
| 2nd row | 60 months |
| 3rd row | 36 months |
| 4th row | 36 months |
| 5th row | 60 months |
| Value | Count | Frequency (%) |
| 36 months | 29096 | |
| 60 months | 10621 | 26.7% |
| Value | Count | Frequency (%) |
| months | 39717 | |
| 36 | 29096 | |
| 60 | 10621 | 13.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 79434 | ||
| 6 | 39717 | |
| m | 39717 | |
| o | 39717 | |
| n | 39717 | |
| t | 39717 | |
| h | 39717 | |
| s | 39717 | |
| 3 | 29096 | 7.3% |
| 0 | 10621 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 238302 | |
| Space Separator | 79434 | 20.0% |
| Decimal Number | 79434 | 20.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| m | 39717 | |
| o | 39717 | |
| n | 39717 | |
| t | 39717 | |
| h | 39717 | |
| s | 39717 |
| Value | Count | Frequency (%) |
| 6 | 39717 | |
| 3 | 29096 | |
| 0 | 10621 | 13.4% |
| Value | Count | Frequency (%) |
| 79434 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 238302 | |
| Common | 158868 |
Most frequent character per script
| Value | Count | Frequency (%) |
| m | 39717 | |
| o | 39717 | |
| n | 39717 | |
| t | 39717 | |
| h | 39717 | |
| s | 39717 |
| Value | Count | Frequency (%) |
| 79434 | ||
| 6 | 39717 | |
| 3 | 29096 | 18.3% |
| 0 | 10621 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 397170 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 79434 | ||
| 6 | 39717 | |
| m | 39717 | |
| o | 39717 | |
| n | 39717 | |
| t | 39717 | |
| h | 39717 | |
| s | 39717 | |
| 3 | 29096 | 7.3% |
| 0 | 10621 | 2.7% |
| Distinct | 371 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| 10.99% | 956 |
|---|---|
| 13.49% | 826 |
| 11.49% | 825 |
| 7.51% | 787 |
| 7.88% | 725 |
| Other values (366) |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.694287081 |
| Min length | 5 |
Characters and Unicode
| Total characters | 226160 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 17 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 10.65% |
|---|---|
| 2nd row | 15.27% |
| 3rd row | 15.96% |
| 4th row | 13.49% |
| 5th row | 12.69% |
| Value | Count | Frequency (%) |
| 10.99% | 956 | 2.4% |
| 13.49% | 826 | 2.1% |
| 11.49% | 825 | 2.1% |
| 7.51% | 787 | 2.0% |
| 7.88% | 725 | 1.8% |
| 7.49% | 656 | 1.7% |
| 11.71% | 607 | 1.5% |
| 9.99% | 603 | 1.5% |
| 7.90% | 582 | 1.5% |
| 5.42% | 573 | 1.4% |
| Other values (361) | 32577 |
| Value | Count | Frequency (%) |
| 10.99 | 956 | 2.4% |
| 13.49 | 826 | 2.1% |
| 11.49 | 825 | 2.1% |
| 7.51 | 787 | 2.0% |
| 7.88 | 725 | 1.8% |
| 7.49 | 656 | 1.7% |
| 11.71 | 607 | 1.5% |
| 9.99 | 603 | 1.5% |
| 7.90 | 582 | 1.5% |
| 5.42 | 573 | 1.4% |
| Other values (361) | 32577 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 39717 | |
| % | 39717 | |
| 1 | 38195 | |
| 9 | 21893 | |
| 2 | 12734 | 5.6% |
| 7 | 12132 | 5.4% |
| 6 | 12033 | 5.3% |
| 4 | 11091 | 4.9% |
| 5 | 9947 | 4.4% |
| 3 | 9929 | 4.4% |
| Other values (2) | 18772 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 146726 | |
| Other Punctuation | 79434 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 38195 | |
| 9 | 21893 | |
| 2 | 12734 | 8.7% |
| 7 | 12132 | 8.3% |
| 6 | 12033 | 8.2% |
| 4 | 11091 | 7.6% |
| 5 | 9947 | 6.8% |
| 3 | 9929 | 6.8% |
| 8 | 9527 | 6.5% |
| 0 | 9245 | 6.3% |
| Value | Count | Frequency (%) |
| . | 39717 | |
| % | 39717 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 226160 |
Most frequent character per script
| Value | Count | Frequency (%) |
| . | 39717 | |
| % | 39717 | |
| 1 | 38195 | |
| 9 | 21893 | |
| 2 | 12734 | 5.6% |
| 7 | 12132 | 5.4% |
| 6 | 12033 | 5.3% |
| 4 | 11091 | 4.9% |
| 5 | 9947 | 4.4% |
| 3 | 9929 | 4.4% |
| Other values (2) | 18772 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 226160 |
Most frequent character per block
| Value | Count | Frequency (%) |
| . | 39717 | |
| % | 39717 | |
| 1 | 38195 | |
| 9 | 21893 | |
| 2 | 12734 | 5.6% |
| 7 | 12132 | 5.4% |
| 6 | 12033 | 5.3% |
| 4 | 11091 | 4.9% |
| 5 | 9947 | 4.4% |
| 3 | 9929 | 4.4% |
| Other values (2) | 18772 |
| Distinct | 15383 |
|---|---|
| Distinct (%) | 38.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 324.5619221 |
|---|---|
| Minimum | 15.69 |
| Maximum | 1305.19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 15.69 |
|---|---|
| 5-th percentile | 71.246 |
| Q1 | 167.02 |
| median | 280.22 |
| Q3 | 430.78 |
| 95-th percentile | 762.996 |
| Maximum | 1305.19 |
| Range | 1289.5 |
| Interquartile range (IQR) | 263.76 |
Descriptive statistics
| Standard deviation | 208.8748735 |
|---|---|
| Coefficient of variation (CV) | 0.6435593929 |
| Kurtosis | 1.246801303 |
| Mean | 324.5619221 |
| Median Absolute Deviation (MAD) | 123.2 |
| Skewness | 1.128419095 |
| Sum | 12890625.86 |
| Variance | 43628.71279 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 311.11 | 68 | 0.2% |
| 180.96 | 59 | 0.1% |
| 311.02 | 54 | 0.1% |
| 150.8 | 48 | 0.1% |
| 368.45 | 46 | 0.1% |
| 372.12 | 45 | 0.1% |
| 330.76 | 43 | 0.1% |
| 339.31 | 42 | 0.1% |
| 301.6 | 41 | 0.1% |
| 317.72 | 41 | 0.1% |
| Other values (15373) | 39230 |
| Value | Count | Frequency (%) |
| 15.69 | 1 | |
| 16.08 | 1 | |
| 16.25 | 1 | |
| 16.31 | 1 | |
| 16.47 | 1 |
| Value | Count | Frequency (%) |
| 1305.19 | 1 | |
| 1302.69 | 1 | |
| 1295.21 | 1 | |
| 1288.1 | 2 | |
| 1283.5 | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| B | |
|---|---|
| A | |
| C | |
| D | |
| E | |
| Other values (2) |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 39717 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B |
|---|---|
| 2nd row | C |
| 3rd row | C |
| 4th row | C |
| 5th row | B |
| Value | Count | Frequency (%) |
| B | 12020 | |
| A | 10085 | |
| C | 8098 | |
| D | 5307 | |
| E | 2842 | 7.2% |
| F | 1049 | 2.6% |
| G | 316 | 0.8% |
| Value | Count | Frequency (%) |
| b | 12020 | |
| a | 10085 | |
| c | 8098 | |
| d | 5307 | |
| e | 2842 | 7.2% |
| f | 1049 | 2.6% |
| g | 316 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 12020 | |
| A | 10085 | |
| C | 8098 | |
| D | 5307 | |
| E | 2842 | 7.2% |
| F | 1049 | 2.6% |
| G | 316 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 39717 |
Most frequent character per category
| Value | Count | Frequency (%) |
| B | 12020 | |
| A | 10085 | |
| C | 8098 | |
| D | 5307 | |
| E | 2842 | 7.2% |
| F | 1049 | 2.6% |
| G | 316 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 39717 |
Most frequent character per script
| Value | Count | Frequency (%) |
| B | 12020 | |
| A | 10085 | |
| C | 8098 | |
| D | 5307 | |
| E | 2842 | 7.2% |
| F | 1049 | 2.6% |
| G | 316 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 39717 |
Most frequent character per block
| Value | Count | Frequency (%) |
| B | 12020 | |
| A | 10085 | |
| C | 8098 | |
| D | 5307 | |
| E | 2842 | 7.2% |
| F | 1049 | 2.6% |
| G | 316 | 0.8% |
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| B3 | |
|---|---|
| A4 | |
| A5 | |
| B5 | |
| B4 | 2512 |
| Other values (30) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 79434 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B2 |
|---|---|
| 2nd row | C4 |
| 3rd row | C5 |
| 4th row | C1 |
| 5th row | B5 |
| Value | Count | Frequency (%) |
| B3 | 2917 | 7.3% |
| A4 | 2886 | 7.3% |
| A5 | 2742 | 6.9% |
| B5 | 2704 | 6.8% |
| B4 | 2512 | 6.3% |
| C1 | 2136 | 5.4% |
| B2 | 2057 | 5.2% |
| C2 | 2011 | 5.1% |
| B1 | 1830 | 4.6% |
| A3 | 1810 | 4.6% |
| Other values (25) | 16112 |
| Value | Count | Frequency (%) |
| b3 | 2917 | 7.3% |
| a4 | 2886 | 7.3% |
| a5 | 2742 | 6.9% |
| b5 | 2704 | 6.8% |
| b4 | 2512 | 6.3% |
| c1 | 2136 | 5.4% |
| b2 | 2057 | 5.2% |
| c2 | 2011 | 5.1% |
| b1 | 1830 | 4.6% |
| a3 | 1810 | 4.6% |
| Other values (25) | 16112 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 12020 | |
| A | 10085 | |
| 4 | 8293 | |
| 3 | 8215 | |
| C | 8098 | |
| 5 | 8070 | |
| 2 | 7907 | |
| 1 | 7232 | |
| D | 5307 | |
| E | 2842 | 3.6% |
| Other values (2) | 1365 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 39717 | |
| Decimal Number | 39717 |
Most frequent character per category
| Value | Count | Frequency (%) |
| B | 12020 | |
| A | 10085 | |
| C | 8098 | |
| D | 5307 | |
| E | 2842 | 7.2% |
| F | 1049 | 2.6% |
| G | 316 | 0.8% |
| Value | Count | Frequency (%) |
| 4 | 8293 | |
| 3 | 8215 | |
| 5 | 8070 | |
| 2 | 7907 | |
| 1 | 7232 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 39717 | |
| Common | 39717 |
Most frequent character per script
| Value | Count | Frequency (%) |
| B | 12020 | |
| A | 10085 | |
| C | 8098 | |
| D | 5307 | |
| E | 2842 | 7.2% |
| F | 1049 | 2.6% |
| G | 316 | 0.8% |
| Value | Count | Frequency (%) |
| 4 | 8293 | |
| 3 | 8215 | |
| 5 | 8070 | |
| 2 | 7907 | |
| 1 | 7232 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 79434 |
Most frequent character per block
| Value | Count | Frequency (%) |
| B | 12020 | |
| A | 10085 | |
| 4 | 8293 | |
| 3 | 8215 | |
| C | 8098 | |
| 5 | 8070 | |
| 2 | 7907 | |
| 1 | 7232 | |
| D | 5307 | |
| E | 2842 | 3.6% |
| Other values (2) | 1365 | 1.7% |
| Distinct | 28820 |
|---|---|
| Distinct (%) | 77.4% |
| Missing | 2459 |
| Missing (%) | 6.2% |
| Memory size | 310.4 KiB |
| US Army | 134 |
|---|---|
| Bank of America | 109 |
| IBM | 66 |
| AT&T | 59 |
| Kaiser Permanente | 56 |
| Other values (28815) |
Length
| Max length | 78 |
|---|---|
| Median length | 18 |
| Mean length | 18.37978421 |
| Min length | 2 |
Characters and Unicode
| Total characters | 684794 |
|---|---|
| Distinct characters | 96 |
| Distinct categories | 15 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 25641 ? |
|---|---|
| Unique (%) | 68.8% |
Sample
| 1st row | Ryder |
|---|---|
| 2nd row | AIR RESOURCES BOARD |
| 3rd row | University Medical Group |
| 4th row | Veolia Transportaton |
| 5th row | Southern Star Photography |
| Value | Count | Frequency (%) |
| US Army | 134 | 0.3% |
| Bank of America | 109 | 0.3% |
| IBM | 66 | 0.2% |
| AT&T | 59 | 0.1% |
| Kaiser Permanente | 56 | 0.1% |
| Wells Fargo | 54 | 0.1% |
| USAF | 54 | 0.1% |
| UPS | 53 | 0.1% |
| US Air Force | 52 | 0.1% |
| Walmart | 45 | 0.1% |
| Other values (28810) | 36576 | |
| (Missing) | 2459 | 6.2% |
| Value | Count | Frequency (%) |
| inc | 3197 | 3.2% |
| of | 3008 | 3.0% |
| 1208 | 1.2% | |
| and | 963 | 1.0% |
| center | 818 | 0.8% |
| bank | 805 | 0.8% |
| county | 803 | 0.8% |
| services | 795 | 0.8% |
| school | 750 | 0.7% |
| the | 747 | 0.7% |
| Other values (18882) | 87491 |
Most occurring characters
| Value | Count | Frequency (%) |
| 64766 | 9.5% | |
| e | 55954 | 8.2% |
| a | 43836 | 6.4% |
| n | 42641 | 6.2% |
| o | 42586 | 6.2% |
| i | 40491 | 5.9% |
| r | 40067 | 5.9% |
| t | 38580 | 5.6% |
| s | 30254 | 4.4% |
| l | 25923 | 3.8% |
| Other values (86) | 259696 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 489338 | |
| Uppercase Letter | 119545 | 17.5% |
| Space Separator | 64766 | 9.5% |
| Other Punctuation | 8798 | 1.3% |
| Dash Punctuation | 1031 | 0.2% |
| Decimal Number | 968 | 0.1% |
| Open Punctuation | 159 | < 0.1% |
| Close Punctuation | 156 | < 0.1% |
| Math Symbol | 21 | < 0.1% |
| Other Symbol | 2 | < 0.1% |
| Other values (5) | 10 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| C | 14579 | 12.2% |
| S | 13325 | 11.1% |
| A | 8885 | 7.4% |
| I | 7566 | 6.3% |
| M | 6518 | 5.5% |
| P | 6077 | 5.1% |
| T | 5691 | 4.8% |
| L | 5561 | 4.7% |
| E | 5241 | 4.4% |
| D | 5056 | 4.2% |
| Other values (18) | 41046 |
| Value | Count | Frequency (%) |
| e | 55954 | |
| a | 43836 | |
| n | 42641 | |
| o | 42586 | |
| i | 40491 | 8.3% |
| r | 40067 | 8.2% |
| t | 38580 | 7.9% |
| s | 30254 | 6.2% |
| l | 25923 | 5.3% |
| c | 23099 | 4.7% |
| Other values (17) | 105907 |
| Value | Count | Frequency (%) |
| . | 4253 | |
| , | 2194 | |
| & | 1301 | 14.8% |
| ' | 652 | 7.4% |
| / | 311 | 3.5% |
| # | 36 | 0.4% |
| @ | 10 | 0.1% |
| : | 9 | 0.1% |
| " | 8 | 0.1% |
| ! | 8 | 0.1% |
| Other values (5) | 16 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 192 | |
| 2 | 161 | |
| 3 | 155 | |
| 0 | 98 | |
| 4 | 91 | |
| 5 | 72 | 7.4% |
| 9 | 62 | 6.4% |
| 6 | 58 | 6.0% |
| 7 | 46 | 4.8% |
| 8 | 33 | 3.4% |
| Value | Count | Frequency (%) |
| + | 18 | |
| | | 2 | 9.5% |
| < | 1 | 4.8% |
| Value | Count | Frequency (%) |
| ( | 158 | |
| [ | 1 | 0.6% |
| Value | Count | Frequency (%) |
| | 1 | |
| | 1 |
| Value | Count | Frequency (%) |
| ¢ | 1 | |
| $ | 1 |
| Value | Count | Frequency (%) |
| 64766 |
| Value | Count | Frequency (%) |
| - | 1031 |
| Value | Count | Frequency (%) |
| ) | 156 |
| Value | Count | Frequency (%) |
| © | 2 |
| Value | Count | Frequency (%) |
| ` | 2 |
| Value | Count | Frequency (%) |
| _ | 2 |
| Value | Count | Frequency (%) |
| ² | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 608883 | |
| Common | 75911 | 11.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 55954 | 9.2% |
| a | 43836 | 7.2% |
| n | 42641 | 7.0% |
| o | 42586 | 7.0% |
| i | 40491 | 6.7% |
| r | 40067 | 6.6% |
| t | 38580 | 6.3% |
| s | 30254 | 5.0% |
| l | 25923 | 4.3% |
| c | 23099 | 3.8% |
| Other values (45) | 225452 |
| Value | Count | Frequency (%) |
| 64766 | ||
| . | 4253 | 5.6% |
| , | 2194 | 2.9% |
| & | 1301 | 1.7% |
| - | 1031 | 1.4% |
| ' | 652 | 0.9% |
| / | 311 | 0.4% |
| 1 | 192 | 0.3% |
| 2 | 161 | 0.2% |
| ( | 158 | 0.2% |
| Other values (31) | 892 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 684780 | |
| None | 14 | < 0.1% |
Most frequent character per block
| Value | Count | Frequency (%) |
| 64766 | 9.5% | |
| e | 55954 | 8.2% |
| a | 43836 | 6.4% |
| n | 42641 | 6.2% |
| o | 42586 | 6.2% |
| i | 40491 | 5.9% |
| r | 40067 | 5.9% |
| t | 38580 | 5.6% |
| s | 30254 | 4.4% |
| l | 25923 | 3.8% |
| Other values (77) | 259682 |
| Value | Count | Frequency (%) |
| Ã | 3 | |
| © | 2 | |
| Â | 2 | |
| ² | 2 | |
| â | 1 | 7.1% |
| | 1 | 7.1% |
| ¢ | 1 | 7.1% |
| | 1 | 7.1% |
| ¡ | 1 | 7.1% |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1075 |
| Missing (%) | 2.7% |
| Memory size | 310.4 KiB |
| 10+ years | |
|---|---|
| < 1 year | |
| 2 years | |
| 3 years | |
| 4 years | |
| Other values (6) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.494306713 |
| Min length | 6 |
Characters and Unicode
| Total characters | 289595 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 10+ years |
|---|---|
| 2nd row | < 1 year |
| 3rd row | 10+ years |
| 4th row | 10+ years |
| 5th row | 1 year |
| Value | Count | Frequency (%) |
| 10+ years | 8879 | |
| < 1 year | 4583 | |
| 2 years | 4388 | |
| 3 years | 4095 | |
| 4 years | 3436 | 8.7% |
| 5 years | 3282 | 8.3% |
| 1 year | 3240 | 8.2% |
| 6 years | 2229 | 5.6% |
| 7 years | 1773 | 4.5% |
| 8 years | 1479 | 3.7% |
| Value | Count | Frequency (%) |
| years | 30819 | |
| 10 | 8879 | 10.8% |
| 1 | 7823 | 9.6% |
| year | 7823 | 9.6% |
| 4583 | 5.6% | |
| 2 | 4388 | 5.4% |
| 3 | 4095 | 5.0% |
| 4 | 3436 | 4.2% |
| 5 | 3282 | 4.0% |
| 6 | 2229 | 2.7% |
| Other values (3) | 4510 | 5.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 43225 | ||
| y | 38642 | |
| e | 38642 | |
| a | 38642 | |
| r | 38642 | |
| s | 30819 | |
| 1 | 16702 | 5.8% |
| 0 | 8879 | 3.1% |
| + | 8879 | 3.1% |
| < | 4583 | 1.6% |
| Other values (8) | 21940 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 185387 | |
| Decimal Number | 47521 | 16.4% |
| Space Separator | 43225 | 14.9% |
| Math Symbol | 13462 | 4.6% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 16702 | |
| 0 | 8879 | |
| 2 | 4388 | 9.2% |
| 3 | 4095 | 8.6% |
| 4 | 3436 | 7.2% |
| 5 | 3282 | 6.9% |
| 6 | 2229 | 4.7% |
| 7 | 1773 | 3.7% |
| 8 | 1479 | 3.1% |
| 9 | 1258 | 2.6% |
| Value | Count | Frequency (%) |
| y | 38642 | |
| e | 38642 | |
| a | 38642 | |
| r | 38642 | |
| s | 30819 |
| Value | Count | Frequency (%) |
| + | 8879 | |
| < | 4583 |
| Value | Count | Frequency (%) |
| 43225 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 185387 | |
| Common | 104208 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 43225 | ||
| 1 | 16702 | 16.0% |
| 0 | 8879 | 8.5% |
| + | 8879 | 8.5% |
| < | 4583 | 4.4% |
| 2 | 4388 | 4.2% |
| 3 | 4095 | 3.9% |
| 4 | 3436 | 3.3% |
| 5 | 3282 | 3.1% |
| 6 | 2229 | 2.1% |
| Other values (3) | 4510 | 4.3% |
| Value | Count | Frequency (%) |
| y | 38642 | |
| e | 38642 | |
| a | 38642 | |
| r | 38642 | |
| s | 30819 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 289595 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 43225 | ||
| y | 38642 | |
| e | 38642 | |
| a | 38642 | |
| r | 38642 | |
| s | 30819 | |
| 1 | 16702 | 5.8% |
| 0 | 8879 | 3.1% |
| + | 8879 | 3.1% |
| < | 4583 | 1.6% |
| Other values (8) | 21940 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| RENT | |
|---|---|
| MORTGAGE | |
| OWN | |
| OTHER | 98 |
| NONE | 3 |
Length
| Max length | 8 |
|---|---|
| Median length | 4 |
| Mean length | 5.703955485 |
| Min length | 3 |
Characters and Unicode
| Total characters | 226544 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RENT |
|---|---|
| 2nd row | RENT |
| 3rd row | RENT |
| 4th row | RENT |
| 5th row | RENT |
| Value | Count | Frequency (%) |
| RENT | 18899 | |
| MORTGAGE | 17659 | |
| OWN | 3058 | 7.7% |
| OTHER | 98 | 0.2% |
| NONE | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| rent | 18899 | |
| mortgage | 17659 | |
| own | 3058 | 7.7% |
| other | 98 | 0.2% |
| none | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 36659 | |
| R | 36656 | |
| T | 36656 | |
| G | 35318 | |
| N | 21963 | |
| O | 20818 | |
| M | 17659 | |
| A | 17659 | |
| W | 3058 | 1.3% |
| H | 98 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 226544 |
Most frequent character per category
| Value | Count | Frequency (%) |
| E | 36659 | |
| R | 36656 | |
| T | 36656 | |
| G | 35318 | |
| N | 21963 | |
| O | 20818 | |
| M | 17659 | |
| A | 17659 | |
| W | 3058 | 1.3% |
| H | 98 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 226544 |
Most frequent character per script
| Value | Count | Frequency (%) |
| E | 36659 | |
| R | 36656 | |
| T | 36656 | |
| G | 35318 | |
| N | 21963 | |
| O | 20818 | |
| M | 17659 | |
| A | 17659 | |
| W | 3058 | 1.3% |
| H | 98 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 226544 |
Most frequent character per block
| Value | Count | Frequency (%) |
| E | 36659 | |
| R | 36656 | |
| T | 36656 | |
| G | 35318 | |
| N | 21963 | |
| O | 20818 | |
| M | 17659 | |
| A | 17659 | |
| W | 3058 | 1.3% |
| H | 98 | < 0.1% |
| Distinct | 5318 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68968.92638 |
|---|---|
| Minimum | 4000 |
| Maximum | 6000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 4000 |
|---|---|
| 5-th percentile | 24000 |
| Q1 | 40404 |
| median | 59000 |
| Q3 | 82300 |
| 95-th percentile | 142000 |
| Maximum | 6000000 |
| Range | 5996000 |
| Interquartile range (IQR) | 41896 |
Descriptive statistics
| Standard deviation | 63793.76579 |
|---|---|
| Coefficient of variation (CV) | 0.9249638807 |
| Kurtosis | 2302.737777 |
| Mean | 68968.92638 |
| Median Absolute Deviation (MAD) | 20000 |
| Skewness | 30.9491846 |
| Sum | 2739238849 |
| Variance | 4069644554 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 60000 | 1505 | 3.8% |
| 50000 | 1057 | 2.7% |
| 40000 | 876 | 2.2% |
| 45000 | 830 | 2.1% |
| 30000 | 825 | 2.1% |
| 75000 | 811 | 2.0% |
| 65000 | 803 | 2.0% |
| 70000 | 733 | 1.8% |
| 48000 | 723 | 1.8% |
| 80000 | 662 | 1.7% |
| Other values (5308) | 30892 |
| Value | Count | Frequency (%) |
| 4000 | 1 | < 0.1% |
| 4080 | 1 | < 0.1% |
| 4200 | 2 | |
| 4800 | 4 | |
| 4888 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6000000 | 1 | |
| 3900000 | 1 | |
| 2039784 | 1 | |
| 1900000 | 1 | |
| 1782000 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| Not Verified | |
|---|---|
| Verified | |
| Source Verified |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 11.46433517 |
| Min length | 8 |
Characters and Unicode
| Total characters | 455329 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Verified |
|---|---|
| 2nd row | Source Verified |
| 3rd row | Not Verified |
| 4th row | Source Verified |
| 5th row | Source Verified |
| Value | Count | Frequency (%) |
| Not Verified | 16921 | |
| Verified | 12809 | |
| Source Verified | 9987 |
| Value | Count | Frequency (%) |
| verified | 39717 | |
| not | 16921 | |
| source | 9987 | 15.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 89421 | |
| i | 79434 | |
| r | 49704 | |
| V | 39717 | |
| f | 39717 | |
| d | 39717 | |
| o | 26908 | 5.9% |
| 26908 | 5.9% | |
| N | 16921 | 3.7% |
| t | 16921 | 3.7% |
| Other values (3) | 29961 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 361796 | |
| Uppercase Letter | 66625 | 14.6% |
| Space Separator | 26908 | 5.9% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 89421 | |
| i | 79434 | |
| r | 49704 | |
| f | 39717 | |
| d | 39717 | |
| o | 26908 | 7.4% |
| t | 16921 | 4.7% |
| u | 9987 | 2.8% |
| c | 9987 | 2.8% |
| Value | Count | Frequency (%) |
| V | 39717 | |
| N | 16921 | |
| S | 9987 | 15.0% |
| Value | Count | Frequency (%) |
| 26908 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 428421 | |
| Common | 26908 | 5.9% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 89421 | |
| i | 79434 | |
| r | 49704 | |
| V | 39717 | |
| f | 39717 | |
| d | 39717 | |
| o | 26908 | 6.3% |
| N | 16921 | 3.9% |
| t | 16921 | 3.9% |
| S | 9987 | 2.3% |
| Other values (2) | 19974 | 4.7% |
| Value | Count | Frequency (%) |
| 26908 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 455329 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 89421 | |
| i | 79434 | |
| r | 49704 | |
| V | 39717 | |
| f | 39717 | |
| d | 39717 | |
| o | 26908 | 5.9% |
| 26908 | 5.9% | |
| N | 16921 | 3.7% |
| t | 16921 | 3.7% |
| Other values (3) | 29961 | 6.6% |
| Distinct | 55 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| Dec-11 | 2260 |
|---|---|
| Nov-11 | 2223 |
| Oct-11 | 2114 |
| Sep-11 | 2063 |
| Aug-11 | 1928 |
| Other values (50) |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 238302 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Dec-11 |
|---|---|
| 2nd row | Dec-11 |
| 3rd row | Dec-11 |
| 4th row | Dec-11 |
| 5th row | Dec-11 |
| Value | Count | Frequency (%) |
| Dec-11 | 2260 | 5.7% |
| Nov-11 | 2223 | 5.6% |
| Oct-11 | 2114 | 5.3% |
| Sep-11 | 2063 | 5.2% |
| Aug-11 | 1928 | 4.9% |
| Jul-11 | 1870 | 4.7% |
| Jun-11 | 1827 | 4.6% |
| May-11 | 1689 | 4.3% |
| Apr-11 | 1562 | 3.9% |
| Mar-11 | 1443 | 3.6% |
| Other values (45) | 20738 |
| Value | Count | Frequency (%) |
| dec-11 | 2260 | 5.7% |
| nov-11 | 2223 | 5.6% |
| oct-11 | 2114 | 5.3% |
| sep-11 | 2063 | 5.2% |
| aug-11 | 1928 | 4.9% |
| jul-11 | 1870 | 4.7% |
| jun-11 | 1827 | 4.6% |
| may-11 | 1689 | 4.3% |
| apr-11 | 1562 | 3.9% |
| mar-11 | 1443 | 3.6% |
| Other values (45) | 20738 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 54844 | |
| - | 39717 | |
| 0 | 18061 | 7.6% |
| e | 10439 | 4.4% |
| u | 10273 | 4.3% |
| J | 9134 | 3.8% |
| c | 8367 | 3.5% |
| a | 8070 | 3.4% |
| p | 6482 | 2.7% |
| A | 6352 | 2.7% |
| Other values (18) | 66563 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 79434 | |
| Decimal Number | 79434 | |
| Uppercase Letter | 39717 | |
| Dash Punctuation | 39717 |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 10439 | |
| u | 10273 | |
| c | 8367 | |
| a | 8070 | |
| p | 6482 | |
| n | 5658 | |
| r | 5526 | |
| o | 4167 | 5.2% |
| v | 4167 | 5.2% |
| t | 3934 | 5.0% |
| Other values (4) | 12351 |
| Value | Count | Frequency (%) |
| J | 9134 | |
| A | 6352 | |
| M | 5691 | |
| D | 4433 | |
| N | 4167 | |
| O | 3934 | |
| S | 3648 | 9.2% |
| F | 2358 | 5.9% |
| Value | Count | Frequency (%) |
| 1 | 54844 | |
| 0 | 18061 | 22.7% |
| 9 | 4716 | 5.9% |
| 8 | 1562 | 2.0% |
| 7 | 251 | 0.3% |
| Value | Count | Frequency (%) |
| - | 39717 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 119151 | |
| Common | 119151 |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 10439 | 8.8% |
| u | 10273 | 8.6% |
| J | 9134 | 7.7% |
| c | 8367 | 7.0% |
| a | 8070 | 6.8% |
| p | 6482 | 5.4% |
| A | 6352 | 5.3% |
| M | 5691 | 4.8% |
| n | 5658 | 4.7% |
| r | 5526 | 4.6% |
| Other values (12) | 43159 |
| Value | Count | Frequency (%) |
| 1 | 54844 | |
| - | 39717 | |
| 0 | 18061 | 15.2% |
| 9 | 4716 | 4.0% |
| 8 | 1562 | 1.3% |
| 7 | 251 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 238302 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 54844 | |
| - | 39717 | |
| 0 | 18061 | 7.6% |
| e | 10439 | 4.4% |
| u | 10273 | 4.3% |
| J | 9134 | 3.8% |
| c | 8367 | 3.5% |
| a | 8070 | 3.4% |
| p | 6482 | 2.7% |
| A | 6352 | 2.7% |
| Other values (18) | 66563 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| Fully Paid | |
|---|---|
| Charged Off | |
| Current | 1140 |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 10.05556814 |
| Min length | 7 |
Characters and Unicode
| Total characters | 399377 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Fully Paid |
|---|---|
| 2nd row | Charged Off |
| 3rd row | Fully Paid |
| 4th row | Fully Paid |
| 5th row | Current |
| Value | Count | Frequency (%) |
| Fully Paid | 32950 | |
| Charged Off | 5627 | 14.2% |
| Current | 1140 | 2.9% |
| Value | Count | Frequency (%) |
| fully | 32950 | |
| paid | 32950 | |
| off | 5627 | 7.2% |
| charged | 5627 | 7.2% |
| current | 1140 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 65900 | |
| 38577 | ||
| a | 38577 | |
| d | 38577 | |
| u | 34090 | |
| F | 32950 | |
| y | 32950 | |
| P | 32950 | |
| i | 32950 | |
| f | 11254 | 2.8% |
| Other values (8) | 40602 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 282506 | |
| Uppercase Letter | 78294 | 19.6% |
| Space Separator | 38577 | 9.7% |
Most frequent character per category
| Value | Count | Frequency (%) |
| l | 65900 | |
| a | 38577 | |
| d | 38577 | |
| u | 34090 | |
| y | 32950 | |
| i | 32950 | |
| f | 11254 | 4.0% |
| r | 7907 | 2.8% |
| e | 6767 | 2.4% |
| h | 5627 | 2.0% |
| Other values (3) | 7907 | 2.8% |
| Value | Count | Frequency (%) |
| F | 32950 | |
| P | 32950 | |
| C | 6767 | 8.6% |
| O | 5627 | 7.2% |
| Value | Count | Frequency (%) |
| 38577 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 360800 | |
| Common | 38577 | 9.7% |
Most frequent character per script
| Value | Count | Frequency (%) |
| l | 65900 | |
| a | 38577 | |
| d | 38577 | |
| u | 34090 | |
| F | 32950 | |
| y | 32950 | |
| P | 32950 | |
| i | 32950 | |
| f | 11254 | 3.1% |
| r | 7907 | 2.2% |
| Other values (7) | 32695 |
| Value | Count | Frequency (%) |
| 38577 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 399377 |
Most frequent character per block
| Value | Count | Frequency (%) |
| l | 65900 | |
| 38577 | ||
| a | 38577 | |
| d | 38577 | |
| u | 34090 | |
| F | 32950 | |
| y | 32950 | |
| P | 32950 | |
| i | 32950 | |
| f | 11254 | 2.8% |
| Other values (8) | 40602 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 38.9 KiB |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 39717 |
| Distinct | 39717 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| https://lendingclub.com/browse/loanDetail.action?loan_id=450292 | 1 |
|---|---|
| https://lendingclub.com/browse/loanDetail.action?loan_id=665245 | 1 |
| https://lendingclub.com/browse/loanDetail.action?loan_id=659209 | 1 |
| https://lendingclub.com/browse/loanDetail.action?loan_id=180712 | 1 |
| https://lendingclub.com/browse/loanDetail.action?loan_id=653306 | 1 |
| Other values (39712) |
Length
| Max length | 64 |
|---|---|
| Median length | 63 |
| Mean length | 63.10836669 |
| Min length | 62 |
Characters and Unicode
| Total characters | 2506475 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 39717 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | https://lendingclub.com/browse/loanDetail.action?loan_id=1077501 |
|---|---|
| 2nd row | https://lendingclub.com/browse/loanDetail.action?loan_id=1077430 |
| 3rd row | https://lendingclub.com/browse/loanDetail.action?loan_id=1077175 |
| 4th row | https://lendingclub.com/browse/loanDetail.action?loan_id=1076863 |
| 5th row | https://lendingclub.com/browse/loanDetail.action?loan_id=1075358 |
| Value | Count | Frequency (%) |
| https://lendingclub.com/browse/loanDetail.action?loan_id=450292 | 1 | < 0.1% |
| https://lendingclub.com/browse/loanDetail.action?loan_id=665245 | 1 | < 0.1% |
| https://lendingclub.com/browse/loanDetail.action?loan_id=659209 | 1 | < 0.1% |
| https://lendingclub.com/browse/loanDetail.action?loan_id=180712 | 1 | < 0.1% |
| https://lendingclub.com/browse/loanDetail.action?loan_id=653306 | 1 | < 0.1% |
| https://lendingclub.com/browse/loanDetail.action?loan_id=831193 | 1 | < 0.1% |
| https://lendingclub.com/browse/loanDetail.action?loan_id=356431 | 1 | < 0.1% |
| https://lendingclub.com/browse/loanDetail.action?loan_id=463130 | 1 | < 0.1% |
| https://lendingclub.com/browse/loanDetail.action?loan_id=989294 | 1 | < 0.1% |
| https://lendingclub.com/browse/loanDetail.action?loan_id=543973 | 1 | < 0.1% |
| Other values (39707) | 39707 |
| Value | Count | Frequency (%) |
| https://lendingclub.com/browse/loandetail.action?loan_id=479864 | 1 | < 0.1% |
| https://lendingclub.com/browse/loandetail.action?loan_id=657036 | 1 | < 0.1% |
| https://lendingclub.com/browse/loandetail.action?loan_id=885629 | 1 | < 0.1% |
| https://lendingclub.com/browse/loandetail.action?loan_id=652885 | 1 | < 0.1% |
| https://lendingclub.com/browse/loandetail.action?loan_id=719484 | 1 | < 0.1% |
| https://lendingclub.com/browse/loandetail.action?loan_id=865553 | 1 | < 0.1% |
| https://lendingclub.com/browse/loandetail.action?loan_id=535721 | 1 | < 0.1% |
| https://lendingclub.com/browse/loandetail.action?loan_id=970404 | 1 | < 0.1% |
| https://lendingclub.com/browse/loandetail.action?loan_id=1065234 | 1 | < 0.1% |
| https://lendingclub.com/browse/loandetail.action?loan_id=541026 | 1 | < 0.1% |
| Other values (39707) | 39707 |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 198585 | 7.9% |
| n | 198585 | 7.9% |
| o | 198585 | 7.9% |
| t | 158868 | 6.3% |
| / | 158868 | 6.3% |
| i | 158868 | 6.3% |
| a | 158868 | 6.3% |
| e | 119151 | 4.8% |
| c | 119151 | 4.8% |
| s | 79434 | 3.2% |
| Other values (25) | 957512 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1826982 | |
| Other Punctuation | 317736 | 12.7% |
| Decimal Number | 242606 | 9.7% |
| Uppercase Letter | 39717 | 1.6% |
| Connector Punctuation | 39717 | 1.6% |
| Math Symbol | 39717 | 1.6% |
Most frequent character per category
| Value | Count | Frequency (%) |
| l | 198585 | |
| n | 198585 | |
| o | 198585 | |
| t | 158868 | |
| i | 158868 | |
| a | 158868 | |
| e | 119151 | 6.5% |
| c | 119151 | 6.5% |
| s | 79434 | 4.3% |
| d | 79434 | 4.3% |
| Other values (8) | 357453 |
| Value | Count | Frequency (%) |
| 5 | 26616 | |
| 6 | 26607 | |
| 7 | 26037 | |
| 8 | 25774 | |
| 4 | 25584 | |
| 1 | 24160 | |
| 0 | 23856 | |
| 3 | 22052 | |
| 9 | 21694 | |
| 2 | 20226 |
| Value | Count | Frequency (%) |
| / | 158868 | |
| . | 79434 | |
| : | 39717 | 12.5% |
| ? | 39717 | 12.5% |
| Value | Count | Frequency (%) |
| D | 39717 |
| Value | Count | Frequency (%) |
| _ | 39717 |
| Value | Count | Frequency (%) |
| = | 39717 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1866699 | |
| Common | 639776 | 25.5% |
Most frequent character per script
| Value | Count | Frequency (%) |
| l | 198585 | |
| n | 198585 | |
| o | 198585 | |
| t | 158868 | 8.5% |
| i | 158868 | 8.5% |
| a | 158868 | 8.5% |
| e | 119151 | 6.4% |
| c | 119151 | 6.4% |
| s | 79434 | 4.3% |
| d | 79434 | 4.3% |
| Other values (9) | 397170 |
| Value | Count | Frequency (%) |
| / | 158868 | |
| . | 79434 | |
| : | 39717 | 6.2% |
| ? | 39717 | 6.2% |
| _ | 39717 | 6.2% |
| = | 39717 | 6.2% |
| 5 | 26616 | 4.2% |
| 6 | 26607 | 4.2% |
| 7 | 26037 | 4.1% |
| 8 | 25774 | 4.0% |
| Other values (6) | 137572 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2506475 |
Most frequent character per block
| Value | Count | Frequency (%) |
| l | 198585 | 7.9% |
| n | 198585 | 7.9% |
| o | 198585 | 7.9% |
| t | 158868 | 6.3% |
| / | 158868 | 6.3% |
| i | 158868 | 6.3% |
| a | 158868 | 6.3% |
| e | 119151 | 4.8% |
| c | 119151 | 4.8% |
| s | 79434 | 3.2% |
| Other values (25) | 957512 |
| Distinct | 26527 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 12940 |
| Missing (%) | 32.6% |
| Memory size | 310.4 KiB |
| 210 | |
| Debt Consolidation | 8 |
| Camping Membership | 6 |
| credit card debt consolidation | 3 |
| personal loan | 3 |
| Other values (26522) |
Length
| Max length | 3988 |
|---|---|
| Median length | 285 |
| Mean length | 426.4940434 |
| Min length | 1 |
Characters and Unicode
| Total characters | 11420231 |
|---|---|
| Distinct characters | 142 |
| Distinct categories | 17 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 4 ? |
Unique
| Unique | 26499 ? |
|---|---|
| Unique (%) | 99.0% |
Sample
| 1st row | Borrower added on 12/22/11 > I need to upgrade my business technologies.<br> |
|---|---|
| 2nd row | Borrower added on 12/22/11 > I plan to use this money to finance the motorcycle i am looking at. I plan to have it paid off as soon as possible/when i sell my old bike. I only need this money because the deal im looking at is to good to pass up.<br><br> Borrower added on 12/22/11 > I plan to use this money to finance the motorcycle i am looking at. I plan to have it paid off as soon as possible/when i sell my old bike.I only need this money because the deal im looking at is to good to pass up. I have finished college with an associates degree in business and its takingmeplaces<br> |
| 3rd row | Borrower added on 12/21/11 > to pay for property tax (borrow from friend, need to pay back) & central A/C need to be replace. I'm very sorry to let my loan expired last time.<br> |
| 4th row | Borrower added on 12/21/11 > I plan on combining three large interest bills together and freeing up some extra each month to pay toward other bills. I've always been a good payor but have found myself needing to make adjustments to my budget due to a medical scare. My job is very stable, I love it.<br> |
| 5th row | Borrower added on 12/18/11 > I am planning on using the funds to pay off two retail credit cards with 24.99% interest rates, as well as a major bank credit card with a 18.99% rate. I pay all my bills on time, looking for a lower combined payment and lower monthly payment.<br> |
| Value | Count | Frequency (%) |
| 210 | 0.5% | |
| Debt Consolidation | 8 | < 0.1% |
| Camping Membership | 6 | < 0.1% |
| credit card debt consolidation | 3 | < 0.1% |
| personal loan | 3 | < 0.1% |
| credit card consolidation | 3 | < 0.1% |
| Personal Loan | 3 | < 0.1% |
| consolidate credit cards | 2 | < 0.1% |
| I will use the loan and pay off all of my outstanding credit card debts that are spread out. It would be great to just focus on paying back one lender with a lower interest rate and not have to worry about keeping track each CC individually. | 2 | < 0.1% |
| Borrower added on 12/05/11 > Credit Card Refinancing<br> | 2 | < 0.1% |
| Other values (26517) | 26535 | |
| (Missing) | 12940 |
| Value | Count | Frequency (%) |
| i | 77512 | 3.8% |
| to | 71096 | 3.5% |
| a | 54855 | 2.7% |
| the | 54340 | 2.7% |
| and | 54329 | 2.6% |
| my | 51308 | 2.5% |
| on | 49132 | 2.4% |
| 37238 | 1.8% | |
| for | 32774 | 1.6% |
| have | 32490 | 1.6% |
| Other values (53986) | 1535186 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2121185 | ||
| e | 953964 | 8.4% |
| a | 714029 | 6.3% |
| o | 709013 | 6.2% |
| t | 649103 | 5.7% |
| n | 612137 | 5.4% |
| r | 589058 | 5.2% |
| i | 496003 | 4.3% |
| s | 426272 | 3.7% |
| d | 397984 | 3.5% |
| Other values (132) | 3751483 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 8135704 | |
| Space Separator | 2121258 | 18.6% |
| Decimal Number | 346663 | 3.0% |
| Other Punctuation | 326744 | 2.9% |
| Uppercase Letter | 302772 | 2.7% |
| Math Symbol | 140645 | 1.2% |
| Currency Symbol | 16745 | 0.1% |
| Dash Punctuation | 13032 | 0.1% |
| Close Punctuation | 7337 | 0.1% |
| Open Punctuation | 6727 | 0.1% |
| Other values (7) | 2604 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| I | 94559 | |
| B | 34778 | 11.5% |
| T | 28474 | 9.4% |
| A | 15522 | 5.1% |
| C | 14303 | 4.7% |
| M | 14262 | 4.7% |
| S | 9642 | 3.2% |
| E | 9211 | 3.0% |
| W | 8830 | 2.9% |
| L | 8656 | 2.9% |
| Other values (21) | 64535 |
| Value | Count | Frequency (%) |
| e | 953964 | |
| a | 714029 | 8.8% |
| o | 709013 | 8.7% |
| t | 649103 | 8.0% |
| n | 612137 | 7.5% |
| r | 589058 | 7.2% |
| i | 496003 | 6.1% |
| s | 426272 | 5.2% |
| d | 397984 | 4.9% |
| l | 355636 | 4.4% |
| Other values (18) | 2232505 |
| Value | Count | Frequency (%) |
| . | 120658 | |
| / | 116441 | |
| , | 50144 | |
| ' | 13317 | 4.1% |
| ! | 6738 | 2.1% |
| % | 5704 | 1.7% |
| : | 5281 | 1.6% |
| ; | 3357 | 1.0% |
| & | 2616 | 0.8% |
| " | 801 | 0.2% |
| Other values (10) | 1687 | 0.5% |
| Value | Count | Frequency (%) |
| 1287 | ||
| | 411 | 19.3% |
| | 191 | 9.0% |
| | 38 | 1.8% |
| | 37 | 1.7% |
| | 35 | 1.6% |
| | 27 | 1.3% |
| | 27 | 1.3% |
| | 23 | 1.1% |
| | 15 | 0.7% |
| Other values (9) | 37 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 104184 | |
| 1 | 97487 | |
| 2 | 36710 | 10.6% |
| 5 | 21465 | 6.2% |
| 3 | 17828 | 5.1% |
| 9 | 16291 | 4.7% |
| 4 | 13709 | 4.0% |
| 6 | 13182 | 3.8% |
| 7 | 12927 | 3.7% |
| 8 | 12880 | 3.7% |
| Value | Count | Frequency (%) |
| > | 84845 | |
| < | 53870 | |
| + | 984 | 0.7% |
| = | 615 | 0.4% |
| ~ | 290 | 0.2% |
| ¬ | 31 | < 0.1% |
| | | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| ¦ | 96 | |
| © | 15 | 13.0% |
| ® | 2 | 1.7% |
| � | 2 | 1.7% |
| Value | Count | Frequency (%) |
| ( | 6681 | |
| [ | 44 | 0.7% |
| { | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| ) | 7290 | |
| ] | 44 | 0.6% |
| } | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| - | 13017 | |
| — | 9 | 0.1% |
| – | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| ` | 13 | |
| ^ | 5 | 26.3% |
| ¯ | 1 | 5.3% |
| Value | Count | Frequency (%) |
| 2121185 | ||
| 73 | < 0.1% |
| Value | Count | Frequency (%) |
| $ | 16671 | |
| ¢ | 74 | 0.4% |
| Value | Count | Frequency (%) |
| ½ | 6 | |
| ¾ | 2 | 25.0% |
| Value | Count | Frequency (%) |
| ’ | 78 | |
| ” | 18 | 18.8% |
| Value | Count | Frequency (%) |
| “ | 18 | |
| ‘ | 3 | 14.3% |
| Value | Count | Frequency (%) |
| _ | 217 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8438476 | |
| Common | 2981755 | 26.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| 2121185 | ||
| . | 120658 | 4.0% |
| / | 116441 | 3.9% |
| 0 | 104184 | 3.5% |
| 1 | 97487 | 3.3% |
| > | 84845 | 2.8% |
| < | 53870 | 1.8% |
| , | 50144 | 1.7% |
| 2 | 36710 | 1.2% |
| 5 | 21465 | 0.7% |
| Other values (73) | 174766 | 5.9% |
| Value | Count | Frequency (%) |
| e | 953964 | 11.3% |
| a | 714029 | 8.5% |
| o | 709013 | 8.4% |
| t | 649103 | 7.7% |
| n | 612137 | 7.3% |
| r | 589058 | 7.0% |
| i | 496003 | 5.9% |
| s | 426272 | 5.1% |
| d | 397984 | 4.7% |
| l | 355636 | 4.2% |
| Other values (49) | 2535277 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11418236 | |
| None | 1834 | < 0.1% |
| Punctuation | 159 | < 0.1% |
| Specials | 2 | < 0.1% |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2121185 | ||
| e | 953964 | 8.4% |
| a | 714029 | 6.3% |
| o | 709013 | 6.2% |
| t | 649103 | 5.7% |
| n | 612137 | 5.4% |
| r | 589058 | 5.2% |
| i | 496003 | 4.3% |
| s | 426272 | 3.7% |
| d | 397984 | 3.5% |
| Other values (86) | 3749488 |
| Value | Count | Frequency (%) |
| â | 438 | |
| | 411 | |
| | 191 | |
| Â | 127 | 6.9% |
| Ã | 97 | 5.3% |
| ¦ | 96 | 5.2% |
| ¢ | 74 | 4.0% |
| 73 | 4.0% | |
| | 38 | 2.1% |
| | 37 | 2.0% |
| Other values (27) | 252 |
| Value | Count | Frequency (%) |
| ’ | 78 | |
| … | 19 | 11.9% |
| “ | 18 | 11.3% |
| ” | 18 | 11.3% |
| — | 9 | 5.7% |
| • | 8 | 5.0% |
| – | 6 | 3.8% |
| ‘ | 3 | 1.9% |
| Value | Count | Frequency (%) |
| � | 2 |
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| debt_consolidation | |
|---|---|
| credit_card | |
| other | |
| home_improvement | |
| major_purchase | |
| Other values (9) |
Length
| Max length | 18 |
|---|---|
| Median length | 16 |
| Mean length | 13.7361835 |
| Min length | 3 |
Characters and Unicode
| Total characters | 545560 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | credit_card |
|---|---|
| 2nd row | car |
| 3rd row | small_business |
| 4th row | other |
| 5th row | other |
| Value | Count | Frequency (%) |
| debt_consolidation | 18641 | |
| credit_card | 5130 | 12.9% |
| other | 3993 | 10.1% |
| home_improvement | 2976 | 7.5% |
| major_purchase | 2187 | 5.5% |
| small_business | 1828 | 4.6% |
| car | 1549 | 3.9% |
| wedding | 947 | 2.4% |
| medical | 693 | 1.7% |
| moving | 583 | 1.5% |
| Other values (4) | 1190 | 3.0% |
| Value | Count | Frequency (%) |
| debt_consolidation | 18641 | |
| credit_card | 5130 | 12.9% |
| other | 3993 | 10.1% |
| home_improvement | 2976 | 7.5% |
| major_purchase | 2187 | 5.5% |
| small_business | 1828 | 4.6% |
| car | 1549 | 3.9% |
| wedding | 947 | 2.4% |
| medical | 693 | 1.7% |
| moving | 583 | 1.5% |
| Other values (4) | 1190 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 69725 | |
| d | 50454 | |
| i | 50145 | |
| t | 50087 | |
| n | 44528 | |
| e | 43568 | 8.0% |
| c | 34036 | 6.2% |
| a | 33730 | 6.2% |
| _ | 30865 | 5.7% |
| s | 28521 | 5.2% |
| Other values (12) | 109901 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 514695 | |
| Connector Punctuation | 30865 | 5.7% |
Most frequent character per category
| Value | Count | Frequency (%) |
| o | 69725 | |
| d | 50454 | |
| i | 50145 | |
| t | 50087 | |
| n | 44528 | |
| e | 43568 | |
| c | 34036 | 6.6% |
| a | 33730 | 6.6% |
| s | 28521 | 5.5% |
| l | 23418 | 4.5% |
| Other values (11) | 86483 |
| Value | Count | Frequency (%) |
| _ | 30865 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 514695 | |
| Common | 30865 | 5.7% |
Most frequent character per script
| Value | Count | Frequency (%) |
| o | 69725 | |
| d | 50454 | |
| i | 50145 | |
| t | 50087 | |
| n | 44528 | |
| e | 43568 | |
| c | 34036 | 6.6% |
| a | 33730 | 6.6% |
| s | 28521 | 5.5% |
| l | 23418 | 4.5% |
| Other values (11) | 86483 |
| Value | Count | Frequency (%) |
| _ | 30865 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 545560 |
Most frequent character per block
| Value | Count | Frequency (%) |
| o | 69725 | |
| d | 50454 | |
| i | 50145 | |
| t | 50087 | |
| n | 44528 | |
| e | 43568 | 8.0% |
| c | 34036 | 6.2% |
| a | 33730 | 6.2% |
| _ | 30865 | 5.7% |
| s | 28521 | 5.2% |
| Other values (12) | 109901 |
| Distinct | 19615 |
|---|---|
| Distinct (%) | 49.4% |
| Missing | 11 |
| Missing (%) | < 0.1% |
| Memory size | 310.4 KiB |
| Debt Consolidation | 2184 |
|---|---|
| Debt Consolidation Loan | 1729 |
| Personal Loan | 659 |
| Consolidation | 517 |
| debt consolidation | 505 |
| Other values (19610) |
Length
| Max length | 80 |
|---|---|
| Median length | 16 |
| Mean length | 17.18732685 |
| Min length | 1 |
Characters and Unicode
| Total characters | 682440 |
|---|---|
| Distinct characters | 108 |
| Distinct categories | 15 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 17624 ? |
|---|---|
| Unique (%) | 44.4% |
Sample
| 1st row | Computer |
|---|---|
| 2nd row | bike |
| 3rd row | real estate business |
| 4th row | personel |
| 5th row | Personal |
| Value | Count | Frequency (%) |
| Debt Consolidation | 2184 | 5.5% |
| Debt Consolidation Loan | 1729 | 4.4% |
| Personal Loan | 659 | 1.7% |
| Consolidation | 517 | 1.3% |
| debt consolidation | 505 | 1.3% |
| Credit Card Consolidation | 356 | 0.9% |
| Home Improvement | 356 | 0.9% |
| Debt consolidation | 334 | 0.8% |
| Small Business Loan | 328 | 0.8% |
| Credit Card Loan | 317 | 0.8% |
| Other values (19605) | 32421 |
| Value | Count | Frequency (%) |
| loan | 10895 | 10.4% |
| debt | 9245 | 8.8% |
| consolidation | 8622 | 8.2% |
| credit | 4604 | 4.4% |
| card | 3341 | 3.2% |
| personal | 2043 | 2.0% |
| home | 1875 | 1.8% |
| pay | 1344 | 1.3% |
| off | 1259 | 1.2% |
| my | 1133 | 1.1% |
| Other values (8935) | 60203 |
Most occurring characters
| Value | Count | Frequency (%) |
| 66029 | 9.7% | |
| o | 65729 | 9.6% |
| n | 55657 | 8.2% |
| e | 54557 | 8.0% |
| a | 50167 | 7.4% |
| i | 43822 | 6.4% |
| t | 42600 | 6.2% |
| d | 30679 | 4.5% |
| r | 29153 | 4.3% |
| s | 28544 | 4.2% |
| Other values (98) | 215503 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 521300 | |
| Uppercase Letter | 83242 | 12.2% |
| Space Separator | 66029 | 9.7% |
| Decimal Number | 5995 | 0.9% |
| Other Punctuation | 4442 | 0.7% |
| Dash Punctuation | 824 | 0.1% |
| Connector Punctuation | 213 | < 0.1% |
| Close Punctuation | 104 | < 0.1% |
| Currency Symbol | 94 | < 0.1% |
| Math Symbol | 92 | < 0.1% |
| Other values (5) | 105 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| C | 18509 | |
| L | 10335 | |
| D | 9244 | |
| P | 5641 | 6.8% |
| R | 3732 | 4.5% |
| M | 3256 | 3.9% |
| S | 3227 | 3.9% |
| B | 3116 | 3.7% |
| H | 2910 | 3.5% |
| I | 2885 | 3.5% |
| Other values (18) | 20387 |
| Value | Count | Frequency (%) |
| o | 65729 | |
| n | 55657 | |
| e | 54557 | |
| a | 50167 | |
| i | 43822 | |
| t | 42600 | |
| d | 30679 | 5.9% |
| r | 29153 | 5.6% |
| s | 28544 | 5.5% |
| l | 26300 | 5.0% |
| Other values (18) | 94092 |
| Value | Count | Frequency (%) |
| ! | 1123 | |
| ' | 982 | |
| . | 712 | |
| / | 538 | |
| , | 435 | 9.8% |
| & | 328 | 7.4% |
| % | 95 | 2.1% |
| : | 64 | 1.4% |
| " | 56 | 1.3% |
| # | 25 | 0.6% |
| Other values (5) | 84 | 1.9% |
| Value | Count | Frequency (%) |
| 1 | 1691 | |
| 0 | 1677 | |
| 2 | 1105 | |
| 3 | 299 | 5.0% |
| 5 | 256 | 4.3% |
| 9 | 254 | 4.2% |
| 4 | 216 | 3.6% |
| 6 | 178 | 3.0% |
| 8 | 169 | 2.8% |
| 7 | 150 | 2.5% |
| Value | Count | Frequency (%) |
| | 4 | |
| | 4 | |
| | 4 | |
| 2 | ||
| | 2 | |
| | 1 | 5.3% |
| | 1 | 5.3% |
| 1 | 5.3% |
| Value | Count | Frequency (%) |
| + | 53 | |
| = | 19 | 20.7% |
| < | 9 | 9.8% |
| > | 8 | 8.7% |
| ~ | 2 | 2.2% |
| | | 1 | 1.1% |
| Value | Count | Frequency (%) |
| ^ | 1 | |
| ´ | 1 | |
| ` | 1 |
| Value | Count | Frequency (%) |
| ( | 77 | |
| [ | 3 | 3.8% |
| Value | Count | Frequency (%) |
| ) | 100 | |
| ] | 4 | 3.8% |
| Value | Count | Frequency (%) |
| 66029 |
| Value | Count | Frequency (%) |
| - | 824 |
| Value | Count | Frequency (%) |
| _ | 213 |
| Value | Count | Frequency (%) |
| $ | 94 |
| Value | Count | Frequency (%) |
| ³ | 1 |
| Value | Count | Frequency (%) |
| ¦ | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 604542 | |
| Common | 77898 | 11.4% |
Most frequent character per script
| Value | Count | Frequency (%) |
| o | 65729 | 10.9% |
| n | 55657 | 9.2% |
| e | 54557 | 9.0% |
| a | 50167 | 8.3% |
| i | 43822 | 7.2% |
| t | 42600 | 7.0% |
| d | 30679 | 5.1% |
| r | 29153 | 4.8% |
| s | 28544 | 4.7% |
| l | 26300 | 4.4% |
| Other values (46) | 177334 |
| Value | Count | Frequency (%) |
| 66029 | ||
| 1 | 1691 | 2.2% |
| 0 | 1677 | 2.2% |
| ! | 1123 | 1.4% |
| 2 | 1105 | 1.4% |
| ' | 982 | 1.3% |
| - | 824 | 1.1% |
| . | 712 | 0.9% |
| / | 538 | 0.7% |
| , | 435 | 0.6% |
| Other values (42) | 2782 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 682408 | |
| None | 32 | < 0.1% |
Most frequent character per block
| Value | Count | Frequency (%) |
| 66029 | 9.7% | |
| o | 65729 | 9.6% |
| n | 55657 | 8.2% |
| e | 54557 | 8.0% |
| a | 50167 | 7.4% |
| i | 43822 | 6.4% |
| t | 42600 | 6.2% |
| d | 30679 | 4.5% |
| r | 29153 | 4.3% |
| s | 28544 | 4.2% |
| Other values (84) | 215471 |
| Value | Count | Frequency (%) |
| â | 4 | |
| | 4 | |
| î | 4 | |
| | 4 | |
| | 4 | |
| Ã | 2 | |
| | 2 | |
| ¦ | 2 | |
| | 1 | 3.1% |
| | 1 | 3.1% |
| Other values (4) | 4 |
| Distinct | 823 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| 100xx | 597 |
|---|---|
| 945xx | 545 |
| 112xx | 516 |
| 606xx | 503 |
| 070xx | 473 |
| Other values (818) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 198585 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 55 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 860xx |
|---|---|
| 2nd row | 309xx |
| 3rd row | 606xx |
| 4th row | 917xx |
| 5th row | 972xx |
| Value | Count | Frequency (%) |
| 100xx | 597 | 1.5% |
| 945xx | 545 | 1.4% |
| 112xx | 516 | 1.3% |
| 606xx | 503 | 1.3% |
| 070xx | 473 | 1.2% |
| 900xx | 453 | 1.1% |
| 021xx | 397 | 1.0% |
| 300xx | 394 | 1.0% |
| 926xx | 371 | 0.9% |
| 750xx | 367 | 0.9% |
| Other values (813) | 35101 |
| Value | Count | Frequency (%) |
| 100xx | 597 | 1.5% |
| 945xx | 545 | 1.4% |
| 112xx | 516 | 1.3% |
| 606xx | 503 | 1.3% |
| 070xx | 473 | 1.2% |
| 900xx | 453 | 1.1% |
| 021xx | 397 | 1.0% |
| 300xx | 394 | 1.0% |
| 926xx | 371 | 0.9% |
| 750xx | 367 | 0.9% |
| Other values (813) | 35101 |
Most occurring characters
| Value | Count | Frequency (%) |
| x | 79434 | |
| 0 | 19773 | 10.0% |
| 1 | 15629 | 7.9% |
| 2 | 13589 | 6.8% |
| 9 | 12681 | 6.4% |
| 3 | 12356 | 6.2% |
| 7 | 10257 | 5.2% |
| 4 | 9121 | 4.6% |
| 5 | 9020 | 4.5% |
| 8 | 8670 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 119151 | |
| Lowercase Letter | 79434 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 19773 | |
| 1 | 15629 | |
| 2 | 13589 | |
| 9 | 12681 | |
| 3 | 12356 | |
| 7 | 10257 | |
| 4 | 9121 | |
| 5 | 9020 | |
| 8 | 8670 | |
| 6 | 8055 |
| Value | Count | Frequency (%) |
| x | 79434 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 119151 | |
| Latin | 79434 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 19773 | |
| 1 | 15629 | |
| 2 | 13589 | |
| 9 | 12681 | |
| 3 | 12356 | |
| 7 | 10257 | |
| 4 | 9121 | |
| 5 | 9020 | |
| 8 | 8670 | |
| 6 | 8055 |
| Value | Count | Frequency (%) |
| x | 79434 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 198585 |
Most frequent character per block
| Value | Count | Frequency (%) |
| x | 79434 | |
| 0 | 19773 | 10.0% |
| 1 | 15629 | 7.9% |
| 2 | 13589 | 6.8% |
| 9 | 12681 | 6.4% |
| 3 | 12356 | 6.2% |
| 7 | 10257 | 5.2% |
| 4 | 9121 | 4.6% |
| 5 | 9020 | 4.5% |
| 8 | 8670 | 4.4% |
| Distinct | 50 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| CA | |
|---|---|
| NY | |
| FL | |
| TX | |
| NJ | 1850 |
| Other values (45) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 79434 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AZ |
|---|---|
| 2nd row | GA |
| 3rd row | IL |
| 4th row | CA |
| 5th row | OR |
| Value | Count | Frequency (%) |
| CA | 7099 | |
| NY | 3812 | 9.6% |
| FL | 2866 | 7.2% |
| TX | 2727 | 6.9% |
| NJ | 1850 | 4.7% |
| IL | 1525 | 3.8% |
| PA | 1517 | 3.8% |
| VA | 1407 | 3.5% |
| GA | 1398 | 3.5% |
| MA | 1340 | 3.4% |
| Other values (40) | 14176 |
| Value | Count | Frequency (%) |
| ca | 7099 | |
| ny | 3812 | 9.6% |
| fl | 2866 | 7.2% |
| tx | 2727 | 6.9% |
| nj | 1850 | 4.7% |
| il | 1525 | 3.8% |
| pa | 1517 | 3.8% |
| va | 1407 | 3.5% |
| ga | 1398 | 3.5% |
| ma | 1340 | 3.4% |
| Other values (40) | 14176 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 15698 | |
| C | 10116 | |
| N | 7953 | |
| L | 5279 | 6.6% |
| M | 4706 | 5.9% |
| Y | 4220 | 5.3% |
| T | 3892 | 4.9% |
| O | 3451 | 4.3% |
| I | 3097 | 3.9% |
| F | 2866 | 3.6% |
| Other values (14) | 18156 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 79434 |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 15698 | |
| C | 10116 | |
| N | 7953 | |
| L | 5279 | 6.6% |
| M | 4706 | 5.9% |
| Y | 4220 | 5.3% |
| T | 3892 | 4.9% |
| O | 3451 | 4.3% |
| I | 3097 | 3.9% |
| F | 2866 | 3.6% |
| Other values (14) | 18156 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 79434 |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 15698 | |
| C | 10116 | |
| N | 7953 | |
| L | 5279 | 6.6% |
| M | 4706 | 5.9% |
| Y | 4220 | 5.3% |
| T | 3892 | 4.9% |
| O | 3451 | 4.3% |
| I | 3097 | 3.9% |
| F | 2866 | 3.6% |
| Other values (14) | 18156 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 79434 |
Most frequent character per block
| Value | Count | Frequency (%) |
| A | 15698 | |
| C | 10116 | |
| N | 7953 | |
| L | 5279 | 6.6% |
| M | 4706 | 5.9% |
| Y | 4220 | 5.3% |
| T | 3892 | 4.9% |
| O | 3451 | 4.3% |
| I | 3097 | 3.9% |
| F | 2866 | 3.6% |
| Other values (14) | 18156 |
dti
Real number (ℝ≥0)
| Distinct | 2868 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.31512954 |
|---|---|
| Minimum | 0 |
| Maximum | 29.99 |
| Zeros | 183 |
| Zeros (%) | 0.5% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.13 |
| Q1 | 8.17 |
| median | 13.4 |
| Q3 | 18.6 |
| 95-th percentile | 23.84 |
| Maximum | 29.99 |
| Range | 29.99 |
| Interquartile range (IQR) | 10.43 |
Descriptive statistics
| Standard deviation | 6.678593595 |
|---|---|
| Coefficient of variation (CV) | 0.501579318 |
| Kurtosis | -0.8520154806 |
| Mean | 13.31512954 |
| Median Absolute Deviation (MAD) | 5.21 |
| Skewness | -0.02804333095 |
| Sum | 528837 |
| Variance | 44.6036124 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 183 | 0.5% |
| 12 | 51 | 0.1% |
| 18 | 45 | 0.1% |
| 19.2 | 40 | 0.1% |
| 13.2 | 39 | 0.1% |
| 16.8 | 38 | 0.1% |
| 12.48 | 38 | 0.1% |
| 13.5 | 38 | 0.1% |
| 6 | 37 | 0.1% |
| 14.29 | 36 | 0.1% |
| Other values (2858) | 39172 |
| Value | Count | Frequency (%) |
| 0 | 183 | |
| 0.01 | 3 | < 0.1% |
| 0.02 | 5 | < 0.1% |
| 0.03 | 2 | < 0.1% |
| 0.04 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 29.99 | 1 | < 0.1% |
| 29.95 | 1 | < 0.1% |
| 29.93 | 3 | |
| 29.92 | 2 | |
| 29.89 | 1 | < 0.1% |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1465115694 |
|---|---|
| Minimum | 0 |
| Maximum | 11 |
| Zeros | 35405 |
| Zeros (%) | 89.1% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.491811516 |
|---|---|
| Coefficient of variation (CV) | 3.356810102 |
| Kurtosis | 39.41249957 |
| Mean | 0.1465115694 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.022035213 |
| Sum | 5819 |
| Variance | 0.2418785673 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35405 | |
| 1 | 3303 | 8.3% |
| 2 | 687 | 1.7% |
| 3 | 220 | 0.6% |
| 4 | 62 | 0.2% |
| 5 | 22 | 0.1% |
| 6 | 10 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 35405 | |
| 1 | 3303 | 8.3% |
| 2 | 687 | 1.7% |
| 3 | 220 | 0.6% |
| 4 | 62 | 0.2% |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 4 | < 0.1% |
| 6 | 10 |
| Distinct | 526 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| Nov-98 | 370 |
|---|---|
| Oct-99 | 366 |
| Dec-98 | 348 |
| Oct-00 | 346 |
| Dec-97 | 329 |
| Other values (521) |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 238302 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 33 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Jan-85 |
|---|---|
| 2nd row | Apr-99 |
| 3rd row | Nov-01 |
| 4th row | Feb-96 |
| 5th row | Jan-96 |
| Value | Count | Frequency (%) |
| Nov-98 | 370 | 0.9% |
| Oct-99 | 366 | 0.9% |
| Dec-98 | 348 | 0.9% |
| Oct-00 | 346 | 0.9% |
| Dec-97 | 329 | 0.8% |
| Nov-00 | 320 | 0.8% |
| Nov-99 | 319 | 0.8% |
| Sep-00 | 306 | 0.8% |
| Oct-98 | 305 | 0.8% |
| Nov-97 | 298 | 0.8% |
| Other values (516) | 36410 |
| Value | Count | Frequency (%) |
| nov-98 | 370 | 0.9% |
| oct-99 | 366 | 0.9% |
| dec-98 | 348 | 0.9% |
| oct-00 | 346 | 0.9% |
| dec-97 | 329 | 0.8% |
| nov-00 | 320 | 0.8% |
| nov-99 | 319 | 0.8% |
| sep-00 | 306 | 0.8% |
| oct-98 | 305 | 0.8% |
| nov-97 | 298 | 0.8% |
| Other values (516) | 36410 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 39717 | |
| 9 | 23353 | 9.8% |
| 0 | 19365 | 8.1% |
| e | 10541 | 4.4% |
| J | 9426 | 4.0% |
| u | 9302 | 3.9% |
| a | 9126 | 3.8% |
| 8 | 8453 | 3.5% |
| c | 8143 | 3.4% |
| n | 6364 | 2.7% |
| Other values (23) | 94512 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 79434 | |
| Decimal Number | 79434 | |
| Uppercase Letter | 39717 | |
| Dash Punctuation | 39717 |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 10541 | |
| u | 9302 | |
| a | 9126 | |
| c | 8143 | |
| n | 6364 | |
| p | 6335 | |
| r | 5536 | |
| t | 4076 | 5.1% |
| o | 3930 | 4.9% |
| v | 3930 | 4.9% |
| Other values (4) | 12151 |
| Value | Count | Frequency (%) |
| 9 | 23353 | |
| 0 | 19365 | |
| 8 | 8453 | 10.6% |
| 7 | 4822 | 6.1% |
| 4 | 4274 | 5.4% |
| 5 | 4201 | 5.3% |
| 6 | 4174 | 5.3% |
| 3 | 3784 | 4.8% |
| 1 | 3736 | 4.7% |
| 2 | 3272 | 4.1% |
| Value | Count | Frequency (%) |
| J | 9426 | |
| A | 6047 | |
| M | 5697 | |
| O | 4076 | |
| D | 4067 | |
| N | 3930 | |
| S | 3593 | 9.0% |
| F | 2881 | 7.3% |
| Value | Count | Frequency (%) |
| - | 39717 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 119151 | |
| Common | 119151 |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 10541 | 8.8% |
| J | 9426 | 7.9% |
| u | 9302 | 7.8% |
| a | 9126 | 7.7% |
| c | 8143 | 6.8% |
| n | 6364 | 5.3% |
| p | 6335 | 5.3% |
| A | 6047 | 5.1% |
| M | 5697 | 4.8% |
| r | 5536 | 4.6% |
| Other values (12) | 42634 |
| Value | Count | Frequency (%) |
| - | 39717 | |
| 9 | 23353 | |
| 0 | 19365 | |
| 8 | 8453 | 7.1% |
| 7 | 4822 | 4.0% |
| 4 | 4274 | 3.6% |
| 5 | 4201 | 3.5% |
| 6 | 4174 | 3.5% |
| 3 | 3784 | 3.2% |
| 1 | 3736 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 238302 |
Most frequent character per block
| Value | Count | Frequency (%) |
| - | 39717 | |
| 9 | 23353 | 9.8% |
| 0 | 19365 | 8.1% |
| e | 10541 | 4.4% |
| J | 9426 | 4.0% |
| u | 9302 | 3.9% |
| a | 9126 | 3.8% |
| 8 | 8453 | 3.5% |
| c | 8143 | 3.4% |
| n | 6364 | 2.7% |
| Other values (23) | 94512 |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8691995871 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros | 19300 |
| Zeros (%) | 48.6% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.070219332 |
|---|---|
| Coefficient of variation (CV) | 1.23126995 |
| Kurtosis | 2.562159858 |
| Mean | 0.8691995871 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.390390927 |
| Sum | 34522 |
| Variance | 1.145369419 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19300 | |
| 1 | 10971 | |
| 2 | 5812 | 14.6% |
| 3 | 3048 | 7.7% |
| 4 | 326 | 0.8% |
| 5 | 146 | 0.4% |
| 6 | 64 | 0.2% |
| 7 | 35 | 0.1% |
| 8 | 15 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 19300 | |
| 1 | 10971 | |
| 2 | 5812 | 14.6% |
| 3 | 3048 | 7.7% |
| 4 | 326 | 0.8% |
| Value | Count | Frequency (%) |
| 8 | 15 | < 0.1% |
| 7 | 35 | 0.1% |
| 6 | 64 | 0.2% |
| 5 | 146 | |
| 4 | 326 |
| Distinct | 95 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 25682 |
| Missing (%) | 64.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.90096188 |
|---|---|
| Minimum | 0 |
| Maximum | 120 |
| Zeros | 443 |
| Zeros (%) | 1.1% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 18 |
| median | 34 |
| Q3 | 52 |
| 95-th percentile | 75 |
| Maximum | 120 |
| Range | 120 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 22.02005955 |
|---|---|
| Coefficient of variation (CV) | 0.6133556984 |
| Kurtosis | -0.8425777778 |
| Mean | 35.90096188 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.3064368727 |
| Sum | 503870 |
| Variance | 484.8830224 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 443 | 1.1% |
| 15 | 252 | 0.6% |
| 23 | 247 | 0.6% |
| 30 | 247 | 0.6% |
| 24 | 241 | 0.6% |
| 19 | 238 | 0.6% |
| 38 | 237 | 0.6% |
| 20 | 233 | 0.6% |
| 22 | 231 | 0.6% |
| 18 | 231 | 0.6% |
| Other values (85) | 11435 | |
| (Missing) | 25682 |
| Value | Count | Frequency (%) |
| 0 | 443 | |
| 1 | 30 | 0.1% |
| 2 | 101 | 0.3% |
| 3 | 145 | 0.4% |
| 4 | 153 | 0.4% |
| Value | Count | Frequency (%) |
| 120 | 1 | |
| 115 | 1 | |
| 107 | 1 | |
| 106 | 1 | |
| 103 | 2 |
| Distinct | 111 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 36931 |
| Missing (%) | 93.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.69813352 |
|---|---|
| Minimum | 0 |
| Maximum | 129 |
| Zeros | 670 |
| Zeros (%) | 1.7% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 22 |
| median | 90 |
| Q3 | 104 |
| 95-th percentile | 115 |
| Maximum | 129 |
| Range | 129 |
| Interquartile range (IQR) | 82 |
Descriptive statistics
| Standard deviation | 43.82252903 |
|---|---|
| Coefficient of variation (CV) | 0.6287475261 |
| Kurtosis | -1.156555701 |
| Mean | 69.69813352 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | -0.7172285764 |
| Sum | 194179 |
| Variance | 1920.41405 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 670 | 1.7% |
| 104 | 61 | 0.2% |
| 89 | 60 | 0.2% |
| 113 | 59 | 0.1% |
| 111 | 57 | 0.1% |
| 94 | 55 | 0.1% |
| 108 | 55 | 0.1% |
| 87 | 54 | 0.1% |
| 93 | 54 | 0.1% |
| 100 | 53 | 0.1% |
| Other values (101) | 1608 | 4.0% |
| (Missing) | 36931 |
| Value | Count | Frequency (%) |
| 0 | 670 | |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 129 | 1 | < 0.1% |
| 120 | 1 | < 0.1% |
| 119 | 10 | < 0.1% |
| 118 | 36 | |
| 117 | 47 |
open_acc
Real number (ℝ≥0)
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.294407936 |
|---|---|
| Minimum | 2 |
| Maximum | 44 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 9 |
| Q3 | 12 |
| 95-th percentile | 17 |
| Maximum | 44 |
| Range | 42 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.400282474 |
|---|---|
| Coefficient of variation (CV) | 0.4734333272 |
| Kurtosis | 1.67757203 |
| Mean | 9.294407936 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.00376191 |
| Sum | 369146 |
| Variance | 19.36248585 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 4018 | |
| 6 | 3946 | |
| 8 | 3936 | |
| 9 | 3718 | |
| 10 | 3223 | 8.1% |
| 5 | 3183 | 8.0% |
| 11 | 2746 | 6.9% |
| 4 | 2343 | 5.9% |
| 12 | 2273 | 5.7% |
| 13 | 1911 | 4.8% |
| Other values (30) | 8420 |
| Value | Count | Frequency (%) |
| 2 | 605 | 1.5% |
| 3 | 1493 | 3.8% |
| 4 | 2343 | |
| 5 | 3183 | |
| 6 | 3946 |
| Value | Count | Frequency (%) |
| 44 | 1 | |
| 42 | 1 | |
| 41 | 1 | |
| 39 | 1 | |
| 38 | 1 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| 0 | |
|---|---|
| 1 | 2056 |
| 2 | 51 |
| 3 | 7 |
| 4 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 39717 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 37601 | |
| 1 | 2056 | 5.2% |
| 2 | 51 | 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 37601 | |
| 1 | 2056 | 5.2% |
| 2 | 51 | 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 37601 | |
| 1 | 2056 | 5.2% |
| 2 | 51 | 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 39717 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 37601 | |
| 1 | 2056 | 5.2% |
| 2 | 51 | 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 39717 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 37601 | |
| 1 | 2056 | 5.2% |
| 2 | 51 | 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 39717 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 37601 | |
| 1 | 2056 | 5.2% |
| 2 | 51 | 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 2 | < 0.1% |
| Distinct | 21711 |
|---|---|
| Distinct (%) | 54.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13382.52809 |
|---|---|
| Minimum | 0 |
| Maximum | 149588 |
| Zeros | 994 |
| Zeros (%) | 2.5% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 321.8 |
| Q1 | 3703 |
| median | 8850 |
| Q3 | 17058 |
| 95-th percentile | 41656.4 |
| Maximum | 149588 |
| Range | 149588 |
| Interquartile range (IQR) | 13355 |
Descriptive statistics
| Standard deviation | 15885.01664 |
|---|---|
| Coefficient of variation (CV) | 1.186996697 |
| Kurtosis | 14.89652278 |
| Mean | 13382.52809 |
| Median Absolute Deviation (MAD) | 6027 |
| Skewness | 3.190883683 |
| Sum | 531513868 |
| Variance | 252333753.7 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 994 | 2.5% |
| 255 | 14 | < 0.1% |
| 298 | 14 | < 0.1% |
| 1 | 12 | < 0.1% |
| 682 | 11 | < 0.1% |
| 798 | 9 | < 0.1% |
| 346 | 9 | < 0.1% |
| 10 | 9 | < 0.1% |
| 865 | 9 | < 0.1% |
| 52 | 9 | < 0.1% |
| Other values (21701) | 38627 |
| Value | Count | Frequency (%) |
| 0 | 994 | |
| 1 | 12 | < 0.1% |
| 2 | 5 | < 0.1% |
| 3 | 6 | < 0.1% |
| 4 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 149588 | 1 | |
| 149527 | 1 | |
| 149000 | 1 | |
| 148829 | 1 | |
| 148804 | 1 |
| Distinct | 1089 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 50 |
| Missing (%) | 0.1% |
| Memory size | 310.4 KiB |
| 0% | 977 |
|---|---|
| 0.20% | 63 |
| 63% | 62 |
| 66.70% | 58 |
| 0.10% | 58 |
| Other values (1084) |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.521919984 |
| Min length | 2 |
Characters and Unicode
| Total characters | 219038 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 89 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 83.70% |
|---|---|
| 2nd row | 9.40% |
| 3rd row | 98.50% |
| 4th row | 21% |
| 5th row | 53.90% |
| Value | Count | Frequency (%) |
| 0% | 977 | 2.5% |
| 0.20% | 63 | 0.2% |
| 63% | 62 | 0.2% |
| 66.70% | 58 | 0.1% |
| 0.10% | 58 | 0.1% |
| 40.70% | 58 | 0.1% |
| 46.40% | 57 | 0.1% |
| 31.20% | 57 | 0.1% |
| 66.60% | 57 | 0.1% |
| 61% | 57 | 0.1% |
| Other values (1079) | 38163 |
| Value | Count | Frequency (%) |
| 0 | 977 | 2.5% |
| 0.20 | 63 | 0.2% |
| 63 | 62 | 0.2% |
| 40.70 | 58 | 0.1% |
| 0.10 | 58 | 0.1% |
| 66.70 | 58 | 0.1% |
| 66.60 | 57 | 0.1% |
| 61 | 57 | 0.1% |
| 31.20 | 57 | 0.1% |
| 46.40 | 57 | 0.1% |
| Other values (1079) | 38163 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 39671 | |
| % | 39667 | |
| . | 34841 | |
| 4 | 12082 | 5.5% |
| 5 | 12063 | 5.5% |
| 6 | 11989 | 5.5% |
| 7 | 11949 | 5.5% |
| 3 | 11885 | 5.4% |
| 2 | 11550 | 5.3% |
| 8 | 11419 | 5.2% |
| Other values (2) | 21922 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 144530 | |
| Other Punctuation | 74508 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 39671 | |
| 4 | 12082 | 8.4% |
| 5 | 12063 | 8.3% |
| 6 | 11989 | 8.3% |
| 7 | 11949 | 8.3% |
| 3 | 11885 | 8.2% |
| 2 | 11550 | 8.0% |
| 8 | 11419 | 7.9% |
| 1 | 11111 | 7.7% |
| 9 | 10811 | 7.5% |
| Value | Count | Frequency (%) |
| % | 39667 | |
| . | 34841 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 219038 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 39671 | |
| % | 39667 | |
| . | 34841 | |
| 4 | 12082 | 5.5% |
| 5 | 12063 | 5.5% |
| 6 | 11989 | 5.5% |
| 7 | 11949 | 5.5% |
| 3 | 11885 | 5.4% |
| 2 | 11550 | 5.3% |
| 8 | 11419 | 5.2% |
| Other values (2) | 21922 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 219038 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 39671 | |
| % | 39667 | |
| . | 34841 | |
| 4 | 12082 | 5.5% |
| 5 | 12063 | 5.5% |
| 6 | 11989 | 5.5% |
| 7 | 11949 | 5.5% |
| 3 | 11885 | 5.4% |
| 2 | 11550 | 5.3% |
| 8 | 11419 | 5.2% |
| Other values (2) | 21922 |
total_acc
Real number (ℝ≥0)
| Distinct | 82 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.08882846 |
|---|---|
| Minimum | 2 |
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 13 |
| median | 20 |
| Q3 | 29 |
| 95-th percentile | 43 |
| Maximum | 90 |
| Range | 88 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.40170855 |
|---|---|
| Coefficient of variation (CV) | 0.5161753405 |
| Kurtosis | 0.6937402027 |
| Mean | 22.08882846 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.8273790855 |
| Sum | 877302 |
| Variance | 129.9989579 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 1471 | 3.7% |
| 15 | 1462 | 3.7% |
| 17 | 1457 | 3.7% |
| 14 | 1445 | 3.6% |
| 20 | 1428 | 3.6% |
| 18 | 1422 | 3.6% |
| 21 | 1412 | 3.6% |
| 13 | 1385 | 3.5% |
| 19 | 1341 | 3.4% |
| 12 | 1325 | 3.3% |
| Other values (72) | 25569 |
| Value | Count | Frequency (%) |
| 2 | 4 | < 0.1% |
| 3 | 182 | 0.5% |
| 4 | 420 | |
| 5 | 552 | |
| 6 | 683 |
| Value | Count | Frequency (%) |
| 90 | 1 | |
| 87 | 1 | |
| 81 | 1 | |
| 80 | 1 | |
| 79 | 2 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 38.9 KiB |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 39717 |
| Distinct | 1137 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.2278873 |
|---|---|
| Minimum | 0 |
| Maximum | 6311.47 |
| Zeros | 38577 |
| Zeros (%) | 97.1% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6311.47 |
| Range | 6311.47 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 375.1728389 |
|---|---|
| Coefficient of variation (CV) | 7.323605532 |
| Kurtosis | 97.6585546 |
| Mean | 51.2278873 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.226730006 |
| Sum | 2034618 |
| Variance | 140754.659 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38577 | |
| 2277.11 | 2 | < 0.1% |
| 2963.24 | 2 | < 0.1% |
| 827.13 | 2 | < 0.1% |
| 1972.6 | 2 | < 0.1% |
| 1202.05 | 1 | < 0.1% |
| 4316.13 | 1 | < 0.1% |
| 3006.67 | 1 | < 0.1% |
| 1725.34 | 1 | < 0.1% |
| 743.52 | 1 | < 0.1% |
| Other values (1127) | 1127 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 38577 | |
| 10.26 | 1 | < 0.1% |
| 11.91 | 1 | < 0.1% |
| 13.28 | 1 | < 0.1% |
| 19.12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6311.47 | 1 | |
| 6308.37 | 1 | |
| 6307.37 | 1 | |
| 6307.15 | 1 | |
| 6219.16 | 1 |
| Distinct | 1138 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.98976811 |
|---|---|
| Minimum | 0 |
| Maximum | 6307.37 |
| Zeros | 38577 |
| Zeros (%) | 97.1% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6307.37 |
| Range | 6307.37 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 373.8244569 |
|---|---|
| Coefficient of variation (CV) | 7.331362169 |
| Kurtosis | 98.04055348 |
| Mean | 50.98976811 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.243765495 |
| Sum | 2025160.62 |
| Variance | 139744.7246 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 38577 | |
| 1972.6 | 2 | < 0.1% |
| 827.13 | 2 | < 0.1% |
| 1664.64 | 2 | < 0.1% |
| 1212.39 | 1 | < 0.1% |
| 1662.57 | 1 | < 0.1% |
| 3335.41 | 1 | < 0.1% |
| 3131.63 | 1 | < 0.1% |
| 272.65 | 1 | < 0.1% |
| 87.94 | 1 | < 0.1% |
| Other values (1128) | 1128 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 38577 | |
| 10.26 | 1 | < 0.1% |
| 11.91 | 1 | < 0.1% |
| 13.28 | 1 | < 0.1% |
| 19.09 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6307.37 | 1 | |
| 6306.96 | 1 | |
| 6298.11 | 1 | |
| 6276.75 | 1 | |
| 6219.16 | 1 |
| Distinct | 37850 |
|---|---|
| Distinct (%) | 95.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12153.59654 |
|---|---|
| Minimum | 0 |
| Maximum | 58563.67993 |
| Zeros | 16 |
| Zeros (%) | < 0.1% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1887.957036 |
| Q1 | 5576.93 |
| median | 9899.640319 |
| Q3 | 16534.43304 |
| 95-th percentile | 30245.11853 |
| Maximum | 58563.67993 |
| Range | 58563.67993 |
| Interquartile range (IQR) | 10957.50304 |
Descriptive statistics
| Standard deviation | 9042.040766 |
|---|---|
| Coefficient of variation (CV) | 0.743980659 |
| Kurtosis | 1.985894249 |
| Mean | 12153.59654 |
| Median Absolute Deviation (MAD) | 5016.756711 |
| Skewness | 1.339857366 |
| Sum | 482704393.9 |
| Variance | 81758501.21 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 11196.56943 | 26 | 0.1% |
| 0 | 16 | < 0.1% |
| 10956.77596 | 16 | < 0.1% |
| 11784.23223 | 16 | < 0.1% |
| 5478.387981 | 15 | < 0.1% |
| 13148.13786 | 15 | < 0.1% |
| 5557.025543 | 13 | < 0.1% |
| 13435.90021 | 13 | < 0.1% |
| 13263.95464 | 12 | < 0.1% |
| 14288.76169 | 11 | < 0.1% |
| Other values (37840) | 39564 |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 33.73 | 1 | < 0.1% |
| 35.71 | 1 | < 0.1% |
| 44.92 | 2 | < 0.1% |
| 44.96 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 58563.67993 | 1 | |
| 58480.13992 | 1 | |
| 57835.27991 | 1 | |
| 56849.26986 | 1 | |
| 56662.58994 | 1 |
| Distinct | 37518 |
|---|---|
| Distinct (%) | 94.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11567.14912 |
|---|---|
| Minimum | 0 |
| Maximum | 58563.68 |
| Zeros | 165 |
| Zeros (%) | 0.4% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1420.408 |
| Q1 | 5112.31 |
| median | 9287.15 |
| Q3 | 15798.81 |
| 95-th percentile | 29627.236 |
| Maximum | 58563.68 |
| Range | 58563.68 |
| Interquartile range (IQR) | 10686.5 |
Descriptive statistics
| Standard deviation | 8942.672613 |
|---|---|
| Coefficient of variation (CV) | 0.7731094777 |
| Kurtosis | 2.029758507 |
| Mean | 11567.14912 |
| Median Absolute Deviation (MAD) | 4939.58 |
| Skewness | 1.35483764 |
| Sum | 459412461.5 |
| Variance | 79971393.47 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 165 | 0.4% |
| 6514.52 | 16 | < 0.1% |
| 5478.39 | 14 | < 0.1% |
| 13148.14 | 14 | < 0.1% |
| 6717.95 | 12 | < 0.1% |
| 10956.78 | 12 | < 0.1% |
| 11196.57 | 12 | < 0.1% |
| 5557.03 | 11 | < 0.1% |
| 7328.92 | 11 | < 0.1% |
| 13517.36 | 11 | < 0.1% |
| Other values (37508) | 39439 |
| Value | Count | Frequency (%) |
| 0 | 165 | |
| 0.54 | 1 | < 0.1% |
| 12.65 | 1 | < 0.1% |
| 18.97 | 1 | < 0.1% |
| 21.6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 58563.68 | 1 | |
| 58438.37 | 1 | |
| 57628.73 | 1 | |
| 56622.12 | 1 | |
| 56515.16 | 1 |
| Distinct | 7976 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9793.348813 |
|---|---|
| Minimum | 0 |
| Maximum | 35000.02 |
| Zeros | 74 |
| Zeros (%) | 0.2% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1339.842 |
| Q1 | 4600 |
| median | 8000 |
| Q3 | 13653.26 |
| 95-th percentile | 24999.982 |
| Maximum | 35000.02 |
| Range | 35000.02 |
| Interquartile range (IQR) | 9053.26 |
Descriptive statistics
| Standard deviation | 7065.522127 |
|---|---|
| Coefficient of variation (CV) | 0.7214612961 |
| Kurtosis | 1.103355455 |
| Mean | 9793.348813 |
| Median Absolute Deviation (MAD) | 4000 |
| Skewness | 1.118254546 |
| Sum | 388962434.8 |
| Variance | 49921602.93 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 2293 | 5.8% |
| 12000 | 1805 | 4.5% |
| 5000 | 1702 | 4.3% |
| 6000 | 1637 | 4.1% |
| 15000 | 1400 | 3.5% |
| 8000 | 1318 | 3.3% |
| 20000 | 1059 | 2.7% |
| 4000 | 956 | 2.4% |
| 3000 | 883 | 2.2% |
| 7000 | 851 | 2.1% |
| Other values (7966) | 25813 |
| Value | Count | Frequency (%) |
| 0 | 74 | |
| 21.21 | 1 | < 0.1% |
| 21.93 | 1 | < 0.1% |
| 22.24 | 1 | < 0.1% |
| 22.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 35000.02 | 2 | < 0.1% |
| 35000.01 | 1 | < 0.1% |
| 35000 | 363 | |
| 34999.99 | 5 | < 0.1% |
| 34999.98 | 1 | < 0.1% |
total_rec_int
Real number (ℝ≥0)
| Distinct | 35148 |
|---|---|
| Distinct (%) | 88.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2263.663172 |
|---|---|
| Minimum | 0 |
| Maximum | 23563.68 |
| Zeros | 71 |
| Zeros (%) | 0.2% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 186.168 |
| Q1 | 662.18 |
| median | 1348.91 |
| Q3 | 2833.4 |
| 95-th percentile | 7575.812 |
| Maximum | 23563.68 |
| Range | 23563.68 |
| Interquartile range (IQR) | 2171.22 |
Descriptive statistics
| Standard deviation | 2608.111964 |
|---|---|
| Coefficient of variation (CV) | 1.152164331 |
| Kurtosis | 9.688278395 |
| Mean | 2263.663172 |
| Median Absolute Deviation (MAD) | 866.01 |
| Skewness | 2.668747187 |
| Sum | 89905910.21 |
| Variance | 6802248.019 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 71 | 0.2% |
| 1196.57 | 26 | 0.1% |
| 514.52 | 19 | < 0.1% |
| 1784.23 | 17 | < 0.1% |
| 717.95 | 17 | < 0.1% |
| 1148.14 | 17 | < 0.1% |
| 956.78 | 17 | < 0.1% |
| 478.39 | 16 | < 0.1% |
| 1907.35 | 14 | < 0.1% |
| 632.21 | 13 | < 0.1% |
| Other values (35138) | 39490 |
| Value | Count | Frequency (%) |
| 0 | 71 | |
| 6.22 | 1 | < 0.1% |
| 6.27 | 1 | < 0.1% |
| 7.19 | 1 | < 0.1% |
| 7.2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 23563.68 | 1 | |
| 23506.56 | 1 | |
| 23480.14 | 1 | |
| 22835.28 | 1 | |
| 22716.42 | 1 |
| Distinct | 1356 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.363015212 |
|---|---|
| Minimum | 0 |
| Maximum | 180.2 |
| Zeros | 37671 |
| Zeros (%) | 94.8% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 14.924199 |
| Maximum | 180.2 |
| Range | 180.2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.289979302 |
|---|---|
| Coefficient of variation (CV) | 5.348421085 |
| Kurtosis | 100.8515437 |
| Mean | 1.363015212 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.429536 |
| Sum | 54134.87519 |
| Variance | 53.14379822 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37671 | |
| 15 | 255 | 0.6% |
| 15.00000001 | 58 | 0.1% |
| 30 | 55 | 0.1% |
| 15.00000002 | 47 | 0.1% |
| 14.99999999 | 40 | 0.1% |
| 14.99999998 | 33 | 0.1% |
| 15.00000003 | 32 | 0.1% |
| 15.00000004 | 25 | 0.1% |
| 14.99999997 | 25 | 0.1% |
| Other values (1346) | 1476 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 37671 | |
| 0.01 | 1 | < 0.1% |
| 0.060799751 | 1 | < 0.1% |
| 0.073787104 | 1 | < 0.1% |
| 0.101704562 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 180.2 | 1 | |
| 166.4297107 | 1 | |
| 165.69 | 1 | |
| 146.6000003 | 1 | |
| 146.04 | 1 |
| Distinct | 4040 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95.22162387 |
|---|---|
| Minimum | 0 |
| Maximum | 29623.35 |
| Zeros | 35499 |
| Zeros (%) | 89.4% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 362.418 |
| Maximum | 29623.35 |
| Range | 29623.35 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 688.744771 |
|---|---|
| Coefficient of variation (CV) | 7.23307105 |
| Kurtosis | 379.3775773 |
| Mean | 95.22162387 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.5193782 |
| Sum | 3781917.235 |
| Variance | 474369.3595 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35499 | |
| 10.4 | 4 | < 0.1% |
| 11.29 | 4 | < 0.1% |
| 10.66 | 3 | < 0.1% |
| 13.59 | 3 | < 0.1% |
| 13.93 | 3 | < 0.1% |
| 164.81 | 3 | < 0.1% |
| 19.2 | 3 | < 0.1% |
| 10.07 | 3 | < 0.1% |
| 10.13 | 3 | < 0.1% |
| Other values (4030) | 4189 | 10.5% |
| Value | Count | Frequency (%) |
| 0 | 35499 | |
| 6.3 | 1 | < 0.1% |
| 6.31 | 1 | < 0.1% |
| 8.19 | 1 | < 0.1% |
| 8.36 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 29623.35 | 1 | |
| 22943.37 | 1 | |
| 21810.31 | 1 | |
| 20006.53 | 1 | |
| 19915.67 | 1 |
| Distinct | 2616 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.40611189 |
|---|---|
| Minimum | 0 |
| Maximum | 7002.19 |
| Zeros | 35935 |
| Zeros (%) | 90.5% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5.152 |
| Maximum | 7002.19 |
| Range | 7002.19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 148.6715935 |
|---|---|
| Coefficient of variation (CV) | 11.98373791 |
| Kurtosis | 821.3006591 |
| Mean | 12.40611189 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 25.02941842 |
| Sum | 492733.5461 |
| Variance | 22103.2427 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35935 | |
| 2 | 12 | < 0.1% |
| 1.2 | 10 | < 0.1% |
| 3.71 | 9 | < 0.1% |
| 1.88 | 8 | < 0.1% |
| 0.8 | 8 | < 0.1% |
| 1.69 | 8 | < 0.1% |
| 1.21 | 8 | < 0.1% |
| 2.02 | 8 | < 0.1% |
| 1.6 | 8 | < 0.1% |
| Other values (2606) | 3703 | 9.3% |
| Value | Count | Frequency (%) |
| 0 | 35935 | |
| 0.063 | 1 | < 0.1% |
| 0.074500001 | 1 | < 0.1% |
| 0.134799995 | 1 | < 0.1% |
| 0.1393 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7002.19 | 1 | |
| 6972.59 | 1 | |
| 6543.04 | 1 | |
| 5774.8 | 1 | |
| 5602.72 | 1 |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 71 |
| Missing (%) | 0.2% |
| Memory size | 310.4 KiB |
| May-16 | 1256 |
|---|---|
| Mar-13 | 1026 |
| Dec-14 | 945 |
| May-13 | 907 |
| Feb-13 | 869 |
| Other values (96) |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 237876 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Jan-15 |
|---|---|
| 2nd row | Apr-13 |
| 3rd row | Jun-14 |
| 4th row | Jan-15 |
| 5th row | May-16 |
| Value | Count | Frequency (%) |
| May-16 | 1256 | 3.2% |
| Mar-13 | 1026 | 2.6% |
| Dec-14 | 945 | 2.4% |
| May-13 | 907 | 2.3% |
| Feb-13 | 869 | 2.2% |
| Apr-13 | 851 | 2.1% |
| Mar-12 | 844 | 2.1% |
| Aug-14 | 832 | 2.1% |
| Jan-14 | 832 | 2.1% |
| Aug-12 | 832 | 2.1% |
| Other values (91) | 30452 |
| Value | Count | Frequency (%) |
| may-16 | 1256 | 3.2% |
| mar-13 | 1026 | 2.6% |
| dec-14 | 945 | 2.4% |
| may-13 | 907 | 2.3% |
| feb-13 | 869 | 2.2% |
| apr-13 | 851 | 2.1% |
| mar-12 | 844 | 2.1% |
| aug-12 | 832 | 2.1% |
| jan-14 | 832 | 2.1% |
| aug-14 | 832 | 2.1% |
| Other values (91) | 30452 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 43946 | |
| - | 39646 | |
| a | 11087 | 4.7% |
| e | 9738 | 4.1% |
| 3 | 9458 | 4.0% |
| u | 9401 | 4.0% |
| 4 | 9269 | 3.9% |
| J | 9200 | 3.9% |
| 2 | 8904 | 3.7% |
| M | 8046 | 3.4% |
| Other values (22) | 79181 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 79292 | |
| Decimal Number | 79292 | |
| Uppercase Letter | 39646 | |
| Dash Punctuation | 39646 |
Most frequent character per category
| Value | Count | Frequency (%) |
| a | 11087 | |
| e | 9738 | |
| u | 9401 | |
| r | 6965 | |
| c | 6783 | |
| p | 6219 | |
| n | 5974 | |
| y | 4285 | 5.4% |
| t | 3271 | 4.1% |
| g | 3242 | 4.1% |
| Other values (4) | 12327 |
| Value | Count | Frequency (%) |
| 1 | 43946 | |
| 3 | 9458 | 11.9% |
| 4 | 9269 | 11.7% |
| 2 | 8904 | 11.2% |
| 0 | 2544 | 3.2% |
| 5 | 2431 | 3.1% |
| 6 | 2044 | 2.6% |
| 9 | 559 | 0.7% |
| 8 | 137 | 0.2% |
| Value | Count | Frequency (%) |
| J | 9200 | |
| M | 8046 | |
| A | 6446 | |
| D | 3512 | 8.9% |
| O | 3271 | 8.3% |
| F | 3211 | 8.1% |
| S | 3015 | 7.6% |
| N | 2945 | 7.4% |
| Value | Count | Frequency (%) |
| - | 39646 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 118938 | |
| Common | 118938 |
Most frequent character per script
| Value | Count | Frequency (%) |
| a | 11087 | 9.3% |
| e | 9738 | 8.2% |
| u | 9401 | 7.9% |
| J | 9200 | 7.7% |
| M | 8046 | 6.8% |
| r | 6965 | 5.9% |
| c | 6783 | 5.7% |
| A | 6446 | 5.4% |
| p | 6219 | 5.2% |
| n | 5974 | 5.0% |
| Other values (12) | 39079 |
| Value | Count | Frequency (%) |
| 1 | 43946 | |
| - | 39646 | |
| 3 | 9458 | 8.0% |
| 4 | 9269 | 7.8% |
| 2 | 8904 | 7.5% |
| 0 | 2544 | 2.1% |
| 5 | 2431 | 2.0% |
| 6 | 2044 | 1.7% |
| 9 | 559 | 0.5% |
| 8 | 137 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 237876 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 43946 | |
| - | 39646 | |
| a | 11087 | 4.7% |
| e | 9738 | 4.1% |
| 3 | 9458 | 4.0% |
| u | 9401 | 4.0% |
| 4 | 9269 | 3.9% |
| J | 9200 | 3.9% |
| 2 | 8904 | 3.7% |
| M | 8046 | 3.4% |
| Other values (22) | 79181 |
last_pymnt_amnt
Real number (ℝ≥0)
| Distinct | 34930 |
|---|---|
| Distinct (%) | 87.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2678.826162 |
|---|---|
| Minimum | 0 |
| Maximum | 36115.2 |
| Zeros | 74 |
| Zeros (%) | 0.2% |
| Memory size | 310.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 43.34 |
| Q1 | 218.68 |
| median | 546.14 |
| Q3 | 3293.16 |
| 95-th percentile | 12183.944 |
| Maximum | 36115.2 |
| Range | 36115.2 |
| Interquartile range (IQR) | 3074.48 |
Descriptive statistics
| Standard deviation | 4447.136012 |
|---|---|
| Coefficient of variation (CV) | 1.660106234 |
| Kurtosis | 8.867819694 |
| Mean | 2678.826162 |
| Median Absolute Deviation (MAD) | 449.45 |
| Skewness | 2.712122241 |
| Sum | 106394938.7 |
| Variance | 19777018.71 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 74 | 0.2% |
| 276.06 | 21 | 0.1% |
| 200 | 17 | < 0.1% |
| 50 | 16 | < 0.1% |
| 100 | 15 | < 0.1% |
| 400 | 12 | < 0.1% |
| 773.44 | 12 | < 0.1% |
| 150 | 11 | < 0.1% |
| 786.01 | 11 | < 0.1% |
| 500 | 11 | < 0.1% |
| Other values (34920) | 39517 |
| Value | Count | Frequency (%) |
| 0 | 74 | |
| 0.01 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 36115.2 | 1 | |
| 35613.68 | 1 | |
| 35596.41 | 1 | |
| 35479.89 | 1 | |
| 35471.86 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 38577 |
| Missing (%) | 97.1% |
| Memory size | 310.4 KiB |
| Jun-16 | |
|---|---|
| Jul-16 | 15 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 6840 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Jun-16 |
|---|---|
| 2nd row | Jun-16 |
| 3rd row | Jun-16 |
| 4th row | Jun-16 |
| 5th row | Jun-16 |
| Value | Count | Frequency (%) |
| Jun-16 | 1125 | 2.8% |
| Jul-16 | 15 | < 0.1% |
| (Missing) | 38577 |
| Value | Count | Frequency (%) |
| jun-16 | 1125 | |
| jul-16 | 15 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| J | 1140 | |
| u | 1140 | |
| - | 1140 | |
| 1 | 1140 | |
| 6 | 1140 | |
| n | 1125 | |
| l | 15 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2280 | |
| Decimal Number | 2280 | |
| Uppercase Letter | 1140 | |
| Dash Punctuation | 1140 |
Most frequent character per category
| Value | Count | Frequency (%) |
| u | 1140 | |
| n | 1125 | |
| l | 15 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 1140 | |
| 6 | 1140 |
| Value | Count | Frequency (%) |
| J | 1140 |
| Value | Count | Frequency (%) |
| - | 1140 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3420 | |
| Common | 3420 |
Most frequent character per script
| Value | Count | Frequency (%) |
| J | 1140 | |
| u | 1140 | |
| n | 1125 | |
| l | 15 | 0.4% |
| Value | Count | Frequency (%) |
| - | 1140 | |
| 1 | 1140 | |
| 6 | 1140 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6840 |
Most frequent character per block
| Value | Count | Frequency (%) |
| J | 1140 | |
| u | 1140 | |
| - | 1140 | |
| 1 | 1140 | |
| 6 | 1140 | |
| n | 1125 | |
| l | 15 | 0.2% |
| Distinct | 106 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Memory size | 310.4 KiB |
| May-16 | |
|---|---|
| Apr-16 | |
| Mar-16 | 1123 |
| Feb-13 | 843 |
| Feb-16 | 736 |
| Other values (101) |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 238290 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | May-16 |
|---|---|
| 2nd row | Sep-13 |
| 3rd row | May-16 |
| 4th row | Apr-16 |
| 5th row | May-16 |
| Value | Count | Frequency (%) |
| May-16 | 10308 | |
| Apr-16 | 2547 | 6.4% |
| Mar-16 | 1123 | 2.8% |
| Feb-13 | 843 | 2.1% |
| Feb-16 | 736 | 1.9% |
| Jan-16 | 657 | 1.7% |
| Dec-15 | 647 | 1.6% |
| Mar-13 | 577 | 1.5% |
| Mar-14 | 564 | 1.4% |
| Dec-14 | 562 | 1.4% |
| Other values (96) | 21151 |
| Value | Count | Frequency (%) |
| may-16 | 10308 | |
| apr-16 | 2547 | 6.4% |
| mar-16 | 1123 | 2.8% |
| feb-13 | 843 | 2.1% |
| feb-16 | 736 | 1.9% |
| jan-16 | 657 | 1.7% |
| dec-15 | 647 | 1.6% |
| mar-13 | 577 | 1.5% |
| mar-14 | 564 | 1.4% |
| dec-14 | 562 | 1.4% |
| Other values (96) | 21151 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 41601 | |
| - | 39715 | |
| a | 17601 | 7.4% |
| M | 15523 | 6.5% |
| 6 | 15371 | 6.5% |
| y | 12231 | 5.1% |
| r | 7664 | 3.2% |
| e | 7600 | 3.2% |
| p | 6483 | 2.7% |
| A | 6411 | 2.7% |
| Other values (23) | 68090 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 79430 | |
| Decimal Number | 79430 | |
| Uppercase Letter | 39715 | |
| Dash Punctuation | 39715 |
Most frequent character per category
| Value | Count | Frequency (%) |
| a | 17601 | |
| y | 12231 | |
| r | 7664 | |
| e | 7600 | |
| p | 6483 | 8.2% |
| u | 5856 | 7.4% |
| c | 4475 | 5.6% |
| n | 3834 | 4.8% |
| b | 3075 | 3.9% |
| o | 2225 | 2.8% |
| Other values (4) | 8386 |
| Value | Count | Frequency (%) |
| 1 | 41601 | |
| 6 | 15371 | 19.4% |
| 4 | 6255 | 7.9% |
| 5 | 5502 | 6.9% |
| 3 | 5164 | 6.5% |
| 2 | 4079 | 5.1% |
| 0 | 1153 | 1.5% |
| 9 | 228 | 0.3% |
| 8 | 41 | 0.1% |
| 7 | 36 | < 0.1% |
| Value | Count | Frequency (%) |
| M | 15523 | |
| A | 6411 | |
| J | 5895 | 14.8% |
| F | 3075 | 7.7% |
| D | 2414 | 6.1% |
| N | 2225 | 5.6% |
| S | 2111 | 5.3% |
| O | 2061 | 5.2% |
| Value | Count | Frequency (%) |
| - | 39715 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 119145 | |
| Common | 119145 |
Most frequent character per script
| Value | Count | Frequency (%) |
| a | 17601 | |
| M | 15523 | |
| y | 12231 | |
| r | 7664 | 6.4% |
| e | 7600 | 6.4% |
| p | 6483 | 5.4% |
| A | 6411 | 5.4% |
| J | 5895 | 4.9% |
| u | 5856 | 4.9% |
| c | 4475 | 3.8% |
| Other values (12) | 29406 |
| Value | Count | Frequency (%) |
| 1 | 41601 | |
| - | 39715 | |
| 6 | 15371 | 12.9% |
| 4 | 6255 | 5.2% |
| 5 | 5502 | 4.6% |
| 3 | 5164 | 4.3% |
| 2 | 4079 | 3.4% |
| 0 | 1153 | 1.0% |
| 9 | 228 | 0.2% |
| 8 | 41 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 238290 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 41601 | |
| - | 39715 | |
| a | 17601 | 7.4% |
| M | 15523 | 6.5% |
| 6 | 15371 | 6.5% |
| y | 12231 | 5.1% |
| r | 7664 | 3.2% |
| e | 7600 | 3.2% |
| p | 6483 | 2.7% |
| A | 6411 | 2.7% |
| Other values (23) | 68090 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 56 |
| Missing (%) | 0.1% |
| Memory size | 310.4 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 118983 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Value | Count | Frequency (%) |
| 0.0 | 39661 | |
| (Missing) | 56 | 0.1% |
| Value | Count | Frequency (%) |
| 0.0 | 39661 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 79322 | |
| . | 39661 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 79322 | |
| Other Punctuation | 39661 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 79322 |
| Value | Count | Frequency (%) |
| . | 39661 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 118983 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 79322 | |
| . | 39661 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 118983 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 79322 | |
| . | 39661 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 39717 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Value | Count | Frequency (%) |
| 1 | 39717 |
| Value | Count | Frequency (%) |
| 1 | 39717 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 39717 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 39717 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 39717 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 39717 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 39717 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 39717 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 39717 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| INDIVIDUAL |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 397170 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | INDIVIDUAL |
|---|---|
| 2nd row | INDIVIDUAL |
| 3rd row | INDIVIDUAL |
| 4th row | INDIVIDUAL |
| 5th row | INDIVIDUAL |
| Value | Count | Frequency (%) |
| INDIVIDUAL | 39717 |
| Value | Count | Frequency (%) |
| individual | 39717 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 119151 | |
| D | 79434 | |
| N | 39717 | 10.0% |
| V | 39717 | 10.0% |
| U | 39717 | 10.0% |
| A | 39717 | 10.0% |
| L | 39717 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 397170 |
Most frequent character per category
| Value | Count | Frequency (%) |
| I | 119151 | |
| D | 79434 | |
| N | 39717 | 10.0% |
| V | 39717 | 10.0% |
| U | 39717 | 10.0% |
| A | 39717 | 10.0% |
| L | 39717 | 10.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 397170 |
Most frequent character per script
| Value | Count | Frequency (%) |
| I | 119151 | |
| D | 79434 | |
| N | 39717 | 10.0% |
| V | 39717 | 10.0% |
| U | 39717 | 10.0% |
| A | 39717 | 10.0% |
| L | 39717 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 397170 |
Most frequent character per block
| Value | Count | Frequency (%) |
| I | 119151 | |
| D | 79434 | |
| N | 39717 | 10.0% |
| V | 39717 | 10.0% |
| U | 39717 | 10.0% |
| A | 39717 | 10.0% |
| L | 39717 | 10.0% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 39717 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 39717 |
| Value | Count | Frequency (%) |
| 0 | 39717 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 39717 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 39717 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 39717 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 39717 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 39717 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 39717 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 39717 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 56 |
| Missing (%) | 0.1% |
| Memory size | 310.4 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 118983 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Value | Count | Frequency (%) |
| 0.0 | 39661 | |
| (Missing) | 56 | 0.1% |
| Value | Count | Frequency (%) |
| 0.0 | 39661 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 79322 | |
| . | 39661 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 79322 | |
| Other Punctuation | 39661 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 79322 |
| Value | Count | Frequency (%) |
| . | 39661 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 118983 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 79322 | |
| . | 39661 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 118983 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 79322 | |
| . | 39661 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 310.4 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 39717 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 39717 |
| Value | Count | Frequency (%) |
| 0 | 39717 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 39717 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 39717 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 39717 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 39717 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 39717 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 39717 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 39717 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 697 |
| Missing (%) | 1.8% |
| Memory size | 310.4 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1674 |
| 2.0 | 7 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 117060 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Value | Count | Frequency (%) |
| 0.0 | 37339 | |
| 1.0 | 1674 | 4.2% |
| 2.0 | 7 | < 0.1% |
| (Missing) | 697 | 1.8% |
| Value | Count | Frequency (%) |
| 0.0 | 37339 | |
| 1.0 | 1674 | 4.3% |
| 2.0 | 7 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 76359 | |
| . | 39020 | |
| 1 | 1674 | 1.4% |
| 2 | 7 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 78040 | |
| Other Punctuation | 39020 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 76359 | |
| 1 | 1674 | 2.1% |
| 2 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| . | 39020 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 117060 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 76359 | |
| . | 39020 | |
| 1 | 1674 | 1.4% |
| 2 | 7 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 117060 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 76359 | |
| . | 39020 | |
| 1 | 1674 | 1.4% |
| 2 | 7 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 39 |
| Missing (%) | 0.1% |
| Memory size | 310.4 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 119034 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Value | Count | Frequency (%) |
| 0.0 | 39678 | |
| (Missing) | 39 | 0.1% |
| Value | Count | Frequency (%) |
| 0.0 | 39678 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 79356 | |
| . | 39678 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 79356 | |
| Other Punctuation | 39678 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 79356 |
| Value | Count | Frequency (%) |
| . | 39678 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 119034 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 79356 | |
| . | 39678 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 119034 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 79356 | |
| . | 39678 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| id | member_id | loan_amnt | funded_amnt | funded_amnt_inv | term | int_rate | installment | grade | sub_grade | emp_title | emp_length | home_ownership | annual_inc | verification_status | issue_d | loan_status | pymnt_plan | url | desc | purpose | title | zip_code | addr_state | dti | delinq_2yrs | earliest_cr_line | inq_last_6mths | mths_since_last_delinq | mths_since_last_record | open_acc | pub_rec | revol_bal | revol_util | total_acc | initial_list_status | out_prncp | out_prncp_inv | total_pymnt | total_pymnt_inv | total_rec_prncp | total_rec_int | total_rec_late_fee | recoveries | collection_recovery_fee | last_pymnt_d | last_pymnt_amnt | next_pymnt_d | last_credit_pull_d | collections_12_mths_ex_med | mths_since_last_major_derog | policy_code | application_type | annual_inc_joint | dti_joint | verification_status_joint | acc_now_delinq | tot_coll_amt | tot_cur_bal | open_acc_6m | open_il_6m | open_il_12m | open_il_24m | mths_since_rcnt_il | total_bal_il | il_util | open_rv_12m | open_rv_24m | max_bal_bc | all_util | total_rev_hi_lim | inq_fi | total_cu_tl | inq_last_12m | acc_open_past_24mths | avg_cur_bal | bc_open_to_buy | bc_util | chargeoff_within_12_mths | delinq_amnt | mo_sin_old_il_acct | mo_sin_old_rev_tl_op | mo_sin_rcnt_rev_tl_op | mo_sin_rcnt_tl | mort_acc | mths_since_recent_bc | mths_since_recent_bc_dlq | mths_since_recent_inq | mths_since_recent_revol_delinq | num_accts_ever_120_pd | num_actv_bc_tl | num_actv_rev_tl | num_bc_sats | num_bc_tl | num_il_tl | num_op_rev_tl | num_rev_accts | num_rev_tl_bal_gt_0 | num_sats | num_tl_120dpd_2m | num_tl_30dpd | num_tl_90g_dpd_24m | num_tl_op_past_12m | pct_tl_nvr_dlq | percent_bc_gt_75 | pub_rec_bankruptcies | tax_liens | tot_hi_cred_lim | total_bal_ex_mort | total_bc_limit | total_il_high_credit_limit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1077501 | 1296599 | 5000 | 5000 | 4,975.00 | 36 months | 10.65% | 162.87 | B | B2 | NaN | 10+ years | RENT | 24,000.00 | Verified | Dec-11 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=1077501 | Borrower added on 12/22/11 > I need to upgrade my business technologies.<br> | credit_card | Computer | 860xx | AZ | 27.65 | 0 | Jan-85 | 1 | NaN | NaN | 3 | 0 | 13648 | 83.70% | 9 | f | 0.00 | 0.00 | 5,863.16 | 5,833.84 | 5,000.00 | 863.16 | 0.00 | 0.00 | 0.00 | Jan-15 | 171.62 | NaN | May-16 | 0.00 | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0.00 | NaN | NaN | NaN | NaN |
| 1 | 1077430 | 1314167 | 2500 | 2500 | 2,500.00 | 60 months | 15.27% | 59.83 | C | C4 | Ryder | < 1 year | RENT | 30,000.00 | Source Verified | Dec-11 | Charged Off | n | https://lendingclub.com/browse/loanDetail.action?loan_id=1077430 | Borrower added on 12/22/11 > I plan to use this money to finance the motorcycle i am looking at. I plan to have it paid off as soon as possible/when i sell my old bike. I only need this money because the deal im looking at is to good to pass up.<br><br> Borrower added on 12/22/11 > I plan to use this money to finance the motorcycle i am looking at. I plan to have it paid off as soon as possible/when i sell my old bike.I only need this money because the deal im looking at is to good to pass up. I have finished college with an associates degree in business and its takingmeplaces<br> | car | bike | 309xx | GA | 1.00 | 0 | Apr-99 | 5 | NaN | NaN | 3 | 0 | 1687 | 9.40% | 4 | f | 0.00 | 0.00 | 1,008.71 | 1,008.71 | 456.46 | 435.17 | 0.00 | 117.08 | 1.11 | Apr-13 | 119.66 | NaN | Sep-13 | 0.00 | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0.00 | NaN | NaN | NaN | NaN |
| 2 | 1077175 | 1313524 | 2400 | 2400 | 2,400.00 | 36 months | 15.96% | 84.33 | C | C5 | NaN | 10+ years | RENT | 12,252.00 | Not Verified | Dec-11 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=1077175 | NaN | small_business | real estate business | 606xx | IL | 8.72 | 0 | Nov-01 | 2 | NaN | NaN | 2 | 0 | 2956 | 98.50% | 10 | f | 0.00 | 0.00 | 3,005.67 | 3,005.67 | 2,400.00 | 605.67 | 0.00 | 0.00 | 0.00 | Jun-14 | 649.91 | NaN | May-16 | 0.00 | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0.00 | NaN | NaN | NaN | NaN |
| 3 | 1076863 | 1277178 | 10000 | 10000 | 10,000.00 | 36 months | 13.49% | 339.31 | C | C1 | AIR RESOURCES BOARD | 10+ years | RENT | 49,200.00 | Source Verified | Dec-11 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=1076863 | Borrower added on 12/21/11 > to pay for property tax (borrow from friend, need to pay back) & central A/C need to be replace. I'm very sorry to let my loan expired last time.<br> | other | personel | 917xx | CA | 20.00 | 0 | Feb-96 | 1 | 35.00 | NaN | 10 | 0 | 5598 | 21% | 37 | f | 0.00 | 0.00 | 12,231.89 | 12,231.89 | 10,000.00 | 2,214.92 | 16.97 | 0.00 | 0.00 | Jan-15 | 357.48 | NaN | Apr-16 | 0.00 | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0.00 | NaN | NaN | NaN | NaN |
| 4 | 1075358 | 1311748 | 3000 | 3000 | 3,000.00 | 60 months | 12.69% | 67.79 | B | B5 | University Medical Group | 1 year | RENT | 80,000.00 | Source Verified | Dec-11 | Current | n | https://lendingclub.com/browse/loanDetail.action?loan_id=1075358 | Borrower added on 12/21/11 > I plan on combining three large interest bills together and freeing up some extra each month to pay toward other bills. I've always been a good payor but have found myself needing to make adjustments to my budget due to a medical scare. My job is very stable, I love it.<br> | other | Personal | 972xx | OR | 17.94 | 0 | Jan-96 | 0 | 38.00 | NaN | 15 | 0 | 27783 | 53.90% | 38 | f | 524.06 | 524.06 | 3,513.33 | 3,513.33 | 2,475.94 | 1,037.39 | 0.00 | 0.00 | 0.00 | May-16 | 67.79 | Jun-16 | May-16 | 0.00 | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0.00 | NaN | NaN | NaN | NaN |
| 5 | 1075269 | 1311441 | 5000 | 5000 | 5,000.00 | 36 months | 7.90% | 156.46 | A | A4 | Veolia Transportaton | 3 years | RENT | 36,000.00 | Source Verified | Dec-11 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=1075269 | NaN | wedding | My wedding loan I promise to pay back | 852xx | AZ | 11.20 | 0 | Nov-04 | 3 | NaN | NaN | 9 | 0 | 7963 | 28.30% | 12 | f | 0.00 | 0.00 | 5,632.21 | 5,632.21 | 5,000.00 | 632.21 | 0.00 | 0.00 | 0.00 | Jan-15 | 161.03 | NaN | Jan-16 | 0.00 | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0.00 | NaN | NaN | NaN | NaN |
| 6 | 1069639 | 1304742 | 7000 | 7000 | 7,000.00 | 60 months | 15.96% | 170.08 | C | C5 | Southern Star Photography | 8 years | RENT | 47,004.00 | Not Verified | Dec-11 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=1069639 | Borrower added on 12/18/11 > I am planning on using the funds to pay off two retail credit cards with 24.99% interest rates, as well as a major bank credit card with a 18.99% rate. I pay all my bills on time, looking for a lower combined payment and lower monthly payment.<br> | debt_consolidation | Loan | 280xx | NC | 23.51 | 0 | Jul-05 | 1 | NaN | NaN | 7 | 0 | 17726 | 85.60% | 11 | f | 0.00 | 0.00 | 10,110.84 | 10,110.84 | 6,985.61 | 3,125.23 | 0.00 | 0.00 | 0.00 | May-16 | 1,313.76 | NaN | May-16 | 0.00 | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0.00 | NaN | NaN | NaN | NaN |
| 7 | 1072053 | 1288686 | 3000 | 3000 | 3,000.00 | 36 months | 18.64% | 109.43 | E | E1 | MKC Accounting | 9 years | RENT | 48,000.00 | Source Verified | Dec-11 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=1072053 | Borrower added on 12/16/11 > Downpayment for a car.<br> | car | Car Downpayment | 900xx | CA | 5.35 | 0 | Jan-07 | 2 | NaN | NaN | 4 | 0 | 8221 | 87.50% | 4 | f | 0.00 | 0.00 | 3,939.14 | 3,939.14 | 3,000.00 | 939.14 | 0.00 | 0.00 | 0.00 | Jan-15 | 111.34 | NaN | Dec-14 | 0.00 | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0.00 | NaN | NaN | NaN | NaN |
| 8 | 1071795 | 1306957 | 5600 | 5600 | 5,600.00 | 60 months | 21.28% | 152.39 | F | F2 | NaN | 4 years | OWN | 40,000.00 | Source Verified | Dec-11 | Charged Off | n | https://lendingclub.com/browse/loanDetail.action?loan_id=1071795 | Borrower added on 12/21/11 > I own a small home-based judgment collection business. I have 5 years experience collecting debts. I am now going from a home office to a small office. I also plan to buy a small debt portfolio (eg. $10K for $1M of debt) <br>My score is not A+ because I own my home and have no mortgage.<br> | small_business | Expand Business & Buy Debt Portfolio | 958xx | CA | 5.55 | 0 | Apr-04 | 2 | NaN | NaN | 11 | 0 | 5210 | 32.60% | 13 | f | 0.00 | 0.00 | 646.02 | 646.02 | 162.02 | 294.94 | 0.00 | 189.06 | 2.09 | Apr-12 | 152.39 | NaN | Aug-12 | 0.00 | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0.00 | NaN | NaN | NaN | NaN |
| 9 | 1071570 | 1306721 | 5375 | 5375 | 5,350.00 | 60 months | 12.69% | 121.45 | B | B5 | Starbucks | < 1 year | RENT | 15,000.00 | Verified | Dec-11 | Charged Off | n | https://lendingclub.com/browse/loanDetail.action?loan_id=1071570 | Borrower added on 12/16/11 > I'm trying to build up my credit history. I live with my brother and have no car payment or credit cards. I am in community college and work full time. Im going to use the money to make some repairs around the house and get some maintenance done on my car.<br><br> Borrower added on 12/20/11 > $1000 down only $4375 to go. Thanks to everyone that invested so far, looking forward to surprising my brother with the fixes around the house.<br> | other | Building my credit history. | 774xx | TX | 18.08 | 0 | Sep-04 | 0 | NaN | NaN | 2 | 0 | 9279 | 36.50% | 3 | f | 0.00 | 0.00 | 1,476.19 | 1,469.34 | 673.48 | 533.42 | 0.00 | 269.29 | 2.52 | Nov-12 | 121.45 | NaN | Mar-13 | 0.00 | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.00 | 0.00 | NaN | NaN | NaN | NaN |
Last rows
| id | member_id | loan_amnt | funded_amnt | funded_amnt_inv | term | int_rate | installment | grade | sub_grade | emp_title | emp_length | home_ownership | annual_inc | verification_status | issue_d | loan_status | pymnt_plan | url | desc | purpose | title | zip_code | addr_state | dti | delinq_2yrs | earliest_cr_line | inq_last_6mths | mths_since_last_delinq | mths_since_last_record | open_acc | pub_rec | revol_bal | revol_util | total_acc | initial_list_status | out_prncp | out_prncp_inv | total_pymnt | total_pymnt_inv | total_rec_prncp | total_rec_int | total_rec_late_fee | recoveries | collection_recovery_fee | last_pymnt_d | last_pymnt_amnt | next_pymnt_d | last_credit_pull_d | collections_12_mths_ex_med | mths_since_last_major_derog | policy_code | application_type | annual_inc_joint | dti_joint | verification_status_joint | acc_now_delinq | tot_coll_amt | tot_cur_bal | open_acc_6m | open_il_6m | open_il_12m | open_il_24m | mths_since_rcnt_il | total_bal_il | il_util | open_rv_12m | open_rv_24m | max_bal_bc | all_util | total_rev_hi_lim | inq_fi | total_cu_tl | inq_last_12m | acc_open_past_24mths | avg_cur_bal | bc_open_to_buy | bc_util | chargeoff_within_12_mths | delinq_amnt | mo_sin_old_il_acct | mo_sin_old_rev_tl_op | mo_sin_rcnt_rev_tl_op | mo_sin_rcnt_tl | mort_acc | mths_since_recent_bc | mths_since_recent_bc_dlq | mths_since_recent_inq | mths_since_recent_revol_delinq | num_accts_ever_120_pd | num_actv_bc_tl | num_actv_rev_tl | num_bc_sats | num_bc_tl | num_il_tl | num_op_rev_tl | num_rev_accts | num_rev_tl_bal_gt_0 | num_sats | num_tl_120dpd_2m | num_tl_30dpd | num_tl_90g_dpd_24m | num_tl_op_past_12m | pct_tl_nvr_dlq | percent_bc_gt_75 | pub_rec_bankruptcies | tax_liens | tot_hi_cred_lim | total_bal_ex_mort | total_bc_limit | total_il_high_credit_limit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 39707 | 92666 | 92661 | 5000 | 5000 | 525.00 | 36 months | 9.33% | 159.77 | B | B3 | Stark and Roth Inc | 2 years | MORTGAGE | 180,000.00 | Not Verified | Jul-07 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=92666 | Need a loan to make some home improvments | home_improvement | home improvment loan | 530xx | WI | 11.93 | 0 | Feb-95 | 1 | 0.00 | 0.00 | 16 | 0 | 60568 | 39.20% | 38 | f | 0.00 | 0.00 | 5,751.53 | 603.91 | 5,000.00 | 751.53 | 0.00 | 0.00 | 0.00 | Jul-10 | 161.55 | NaN | Jun-07 | NaN | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 39708 | 92552 | 92542 | 5000 | 5000 | 375.00 | 36 months | 9.96% | 161.25 | B | B5 | Millenium Group | 4 years | MORTGAGE | 48,000.00 | Not Verified | Jul-07 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=92552 | I would like to pay off my high-interest credit card debts and have a single payment to make every month | debt_consolidation | Tito5000 | 333xx | FL | 8.03 | 0 | Aug-95 | 1 | 0.00 | 0.00 | 6 | 0 | 28329 | 48.60% | 6 | f | 0.00 | 0.00 | 5,804.73 | 435.36 | 5,000.00 | 804.73 | 0.00 | 0.00 | 0.00 | Jul-10 | 162.07 | NaN | Jun-10 | NaN | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 39709 | 92533 | 92529 | 5000 | 5000 | 675.00 | 36 months | 11.22% | 164.23 | C | C4 | Self-Employeed | < 1 year | OWN | 80,000.00 | Not Verified | Jul-07 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=92533 | NaN | credit_card | P's Family Credit Loan | 537xx | WI | 1.21 | 0 | Jul-96 | 3 | 0.00 | 44.00 | 15 | 1 | 27185 | 16.10% | 29 | f | 0.00 | 0.00 | 5,912.05 | 798.13 | 5,000.00 | 912.05 | 0.00 | 0.00 | 0.00 | Jul-10 | 165.17 | NaN | Jun-07 | NaN | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 39710 | 92507 | 92502 | 5000 | 5000 | 250.00 | 36 months | 7.43% | 155.38 | A | A2 | Rush Univ Med Grp | 1 year | OWN | 85,000.00 | Not Verified | Jul-07 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=92507 | NaN | credit_card | My Credit Card Loan | 537xx | WI | 0.31 | 0 | Oct-97 | 0 | 0.00 | 0.00 | 7 | 0 | 216 | 0.60% | 19 | f | 0.00 | 0.00 | 5,593.63 | 279.68 | 5,000.00 | 593.63 | 0.00 | 0.00 | 0.00 | Jul-10 | 156.29 | NaN | Jun-07 | NaN | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 39711 | 92402 | 92390 | 5000 | 5000 | 700.00 | 36 months | 8.70% | 158.30 | B | B1 | A. F. Wolfers, Inc. | 5 years | MORTGAGE | 75,000.00 | Not Verified | Jul-07 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=92402 | I'd like to shift some credit card debt so it has a lower interest rate. | credit_card | Reduce Credit Card Debt | 804xx | CO | 15.55 | 0 | May-94 | 0 | 0.00 | 0.00 | 10 | 0 | 66033 | 23% | 29 | f | 0.00 | 0.00 | 5,698.60 | 797.80 | 5,000.00 | 698.60 | 0.00 | 0.00 | 0.00 | Jul-10 | 159.83 | NaN | Nov-14 | NaN | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 39712 | 92187 | 92174 | 2500 | 2500 | 1,075.00 | 36 months | 8.07% | 78.42 | A | A4 | FiSite Research | 4 years | MORTGAGE | 110,000.00 | Not Verified | Jul-07 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=92187 | Our current gutter system on our home is old and in need of repair. We will be using the borrowed funds to replace the gutter system on our home. | home_improvement | Home Improvement | 802xx | CO | 11.33 | 0 | Nov-90 | 0 | 0.00 | 0.00 | 13 | 0 | 7274 | 13.10% | 40 | f | 0.00 | 0.00 | 2,822.97 | 1,213.88 | 2,500.00 | 322.97 | 0.00 | 0.00 | 0.00 | Jul-10 | 80.90 | NaN | Jun-10 | NaN | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 39713 | 90665 | 90607 | 8500 | 8500 | 875.00 | 36 months | 10.28% | 275.38 | C | C1 | Squarewave Solutions, Ltd. | 3 years | RENT | 18,000.00 | Not Verified | Jul-07 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=90665 | The rate of interest and fees incurred by carrying a balance on my credit card are so outrageous at this point that continuing to pay them is patently bad financial thinking. I wish to redirect my efforts at retiring my debt via another more-reasonable means. I have sufficient funds to direct to this end on a monthly basis, and have simply gotten tired of their being gobbled up by interest and fees. | credit_card | Retiring credit card debt | 274xx | NC | 6.40 | 1 | Dec-86 | 1 | 5.00 | 0.00 | 6 | 0 | 8847 | 26.90% | 9 | f | 0.00 | 0.00 | 9,913.49 | 1,020.51 | 8,500.00 | 1,413.49 | 0.00 | 0.00 | 0.00 | Jul-10 | 281.94 | NaN | Jul-10 | NaN | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 39714 | 90395 | 90390 | 5000 | 5000 | 1,325.00 | 36 months | 8.07% | 156.84 | A | A4 | NaN | < 1 year | MORTGAGE | 100,000.00 | Not Verified | Jul-07 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=90395 | NaN | debt_consolidation | MBA Loan Consolidation | 017xx | MA | 2.30 | 0 | Oct-98 | 0 | 0.00 | 0.00 | 11 | 0 | 9698 | 19.40% | 20 | f | 0.00 | 0.00 | 5,272.16 | 1,397.12 | 5,000.00 | 272.16 | 0.00 | 0.00 | 0.00 | Apr-08 | 0.00 | NaN | Jun-07 | NaN | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 39715 | 90376 | 89243 | 5000 | 5000 | 650.00 | 36 months | 7.43% | 155.38 | A | A2 | NaN | < 1 year | MORTGAGE | 200,000.00 | Not Verified | Jul-07 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=90376 | NaN | other | JAL Loan | 208xx | MD | 3.72 | 0 | Nov-88 | 0 | 0.00 | 0.00 | 17 | 0 | 85607 | 0.70% | 26 | f | 0.00 | 0.00 | 5,174.20 | 672.66 | 5,000.00 | 174.20 | 0.00 | 0.00 | 0.00 | Jan-08 | 0.00 | NaN | Jun-07 | NaN | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 39716 | 87023 | 86999 | 7500 | 7500 | 800.00 | 36 months | 13.75% | 255.43 | E | E2 | Evergreen Center | < 1 year | OWN | 22,000.00 | Not Verified | Jun-07 | Fully Paid | n | https://lendingclub.com/browse/loanDetail.action?loan_id=87023 | I plan to consolidate over $7,000 of debt: a combination of credit cards and student loans. | debt_consolidation | Consolidation Loan | 027xx | MA | 14.29 | 1 | Oct-03 | 0 | 11.00 | 0.00 | 7 | 0 | 4175 | 51.50% | 8 | f | 0.00 | 0.00 | 9,195.26 | 980.83 | 7,500.00 | 1,695.26 | 0.00 | 0.00 | 0.00 | Jun-10 | 256.59 | NaN | Jun-10 | NaN | NaN | 1 | INDIVIDUAL | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |